import pandas as pd
data=pd.read_csv(r'C:\Users\Prasad\Downloads\kc_house_data.csv')
data.head()

drp=['id','date']
data.drop(drp,inplace=True, axis=1)

data.head()

data.info()

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 21597 entries, 0 to 21596
Data columns (total 19 columns):
price            21597 non-null float64
bedrooms         21597 non-null int64
bathrooms        21597 non-null float64
sqft_living      21597 non-null int64
sqft_lot         21597 non-null int64
floors           21597 non-null float64
waterfront       21597 non-null int64
view             21597 non-null int64
condition        21597 non-null int64
grade            21597 non-null int64
sqft_above       21597 non-null int64
sqft_basement    21597 non-null int64
yr_built         21597 non-null int64
yr_renovated     21597 non-null int64
zipcode          21597 non-null int64
lat              21597 non-null float64
long             21597 non-null float64
sqft_living15    21597 non-null int64
sqft_lot15       21597 non-null int64
dtypes: float64(5), int64(14)
memory usage: 3.1 MB

data.describe()

data.columns

Index(['price', 'bedrooms', 'bathrooms', 'sqft_living', 'sqft_lot', 'floors',
       'waterfront', 'view', 'condition', 'grade', 'sqft_above',
       'sqft_basement', 'yr_built', 'yr_renovated', 'zipcode', 'lat', 'long',
       'sqft_living15', 'sqft_lot15'],
      dtype='object')

import numpy as np
import seaborn as sns
import matplotlib as mpt

sns.pairplot(data)

<seaborn.axisgrid.PairGrid at 0x25c70e69d08>

p=data.corr()
print(p)

                  price  bedrooms  bathrooms  sqft_living  sqft_lot    floors  \
price          1.000000  0.308787   0.525906     0.701917  0.089876  0.256804   
bedrooms       0.308787  1.000000   0.514508     0.578212  0.032471  0.177944   
bathrooms      0.525906  0.514508   1.000000     0.755758  0.088373  0.502582   
sqft_living    0.701917  0.578212   0.755758     1.000000  0.173453  0.353953   
sqft_lot       0.089876  0.032471   0.088373     0.173453  1.000000 -0.004814   
floors         0.256804  0.177944   0.502582     0.353953 -0.004814  1.000000   
waterfront     0.266398 -0.006834   0.063744     0.103854  0.021632  0.023755   
view           0.397370  0.080008   0.188386     0.284709  0.074900  0.028814   
condition      0.036056  0.026496  -0.126479    -0.059445 -0.008830 -0.264075   
grade          0.667951  0.356563   0.665838     0.762779  0.114731  0.458794   
sqft_above     0.605368  0.479386   0.686668     0.876448  0.184139  0.523989   
sqft_basement  0.323799  0.302808   0.283440     0.435130  0.015418 -0.245715   
yr_built       0.053953  0.155670   0.507173     0.318152  0.052946  0.489193   
yr_renovated   0.126424  0.018389   0.050544     0.055308  0.007686  0.006427   
zipcode       -0.053402 -0.154092  -0.204786    -0.199802 -0.129586 -0.059541   
lat            0.306692 -0.009951   0.024280     0.052155 -0.085514  0.049239   
long           0.022036  0.132054   0.224903     0.241214  0.230227  0.125943   
sqft_living15  0.585241  0.393406   0.569884     0.756402  0.144763  0.280102   
sqft_lot15     0.082845  0.030690   0.088303     0.184342  0.718204 -0.010722   

               waterfront      view  condition     grade  sqft_above  \
price            0.266398  0.397370   0.036056  0.667951    0.605368   
bedrooms        -0.006834  0.080008   0.026496  0.356563    0.479386   
bathrooms        0.063744  0.188386  -0.126479  0.665838    0.686668   
sqft_living      0.103854  0.284709  -0.059445  0.762779    0.876448   
sqft_lot         0.021632  0.074900  -0.008830  0.114731    0.184139   
floors           0.023755  0.028814  -0.264075  0.458794    0.523989   
waterfront       1.000000  0.401971   0.016611  0.082888    0.072109   
view             0.401971  1.000000   0.045999  0.251728    0.167609   
condition        0.016611  0.045999   1.000000 -0.146896   -0.158904   
grade            0.082888  0.251728  -0.146896  1.000000    0.756073   
sqft_above       0.072109  0.167609  -0.158904  0.756073    1.000000   
sqft_basement    0.080559  0.277078   0.173849  0.168220   -0.052156   
yr_built        -0.026153 -0.053636  -0.361592  0.447865    0.424037   
yr_renovated     0.092873  0.103951  -0.060788  0.014261    0.023251   
zipcode          0.030272  0.084622   0.002888 -0.185771   -0.261570   
lat             -0.014306  0.005871  -0.015102  0.113575   -0.001199   
long            -0.041904 -0.078107  -0.105877  0.200341    0.344842   
sqft_living15    0.086507  0.280681  -0.093072  0.713867    0.731767   
sqft_lot15       0.030781  0.072904  -0.003126  0.120981    0.195077   

               sqft_basement  yr_built  yr_renovated   zipcode       lat  \
price               0.323799  0.053953      0.126424 -0.053402  0.306692   
bedrooms            0.302808  0.155670      0.018389 -0.154092 -0.009951   
bathrooms           0.283440  0.507173      0.050544 -0.204786  0.024280   
sqft_living         0.435130  0.318152      0.055308 -0.199802  0.052155   
sqft_lot            0.015418  0.052946      0.007686 -0.129586 -0.085514   
floors             -0.245715  0.489193      0.006427 -0.059541  0.049239   
waterfront          0.080559 -0.026153      0.092873  0.030272 -0.014306   
view                0.277078 -0.053636      0.103951  0.084622  0.005871   
condition           0.173849 -0.361592     -0.060788  0.002888 -0.015102   
grade               0.168220  0.447865      0.014261 -0.185771  0.113575   
sqft_above         -0.052156  0.424037      0.023251 -0.261570 -0.001199   
sqft_basement       1.000000 -0.133064      0.071233  0.074725  0.110414   
yr_built           -0.133064  1.000000     -0.224907 -0.347210 -0.148370   
yr_renovated        0.071233 -0.224907      1.000000  0.064325  0.029350   
zipcode             0.074725 -0.347210      0.064325  1.000000  0.266742   
lat                 0.110414 -0.148370      0.029350  0.266742  1.000000   
long               -0.144546  0.409993     -0.068321 -0.564259 -0.135371   
sqft_living15       0.200443  0.326377     -0.002695 -0.279299  0.048679   
sqft_lot15          0.017550  0.070777      0.007944 -0.147294 -0.086139   

                   long  sqft_living15  sqft_lot15  
price          0.022036       0.585241    0.082845  
bedrooms       0.132054       0.393406    0.030690  
bathrooms      0.224903       0.569884    0.088303  
sqft_living    0.241214       0.756402    0.184342  
sqft_lot       0.230227       0.144763    0.718204  
floors         0.125943       0.280102   -0.010722  
waterfront    -0.041904       0.086507    0.030781  
view          -0.078107       0.280681    0.072904  
condition     -0.105877      -0.093072   -0.003126  
grade          0.200341       0.713867    0.120981  
sqft_above     0.344842       0.731767    0.195077  
sqft_basement -0.144546       0.200443    0.017550  
yr_built       0.409993       0.326377    0.070777  
yr_renovated  -0.068321      -0.002695    0.007944  
zipcode       -0.564259      -0.279299   -0.147294  
lat           -0.135371       0.048679   -0.086139  
long           1.000000       0.335626    0.255586  
sqft_living15  0.335626       1.000000    0.183515  
sqft_lot15     0.255586       0.183515    1.000000

import matplotlib.pyplot as plt

x=data[[ 'bedrooms', 'bathrooms', 'sqft_living',
       'sqft_lot', 'floors', 'waterfront', 'view', 'condition', 'grade',
       'sqft_above', 'sqft_basement', 'yr_built', 'yr_renovated', 'zipcode',
       'lat', 'long', 'sqft_living15', 'sqft_lot15']]
y=data['price']

from sklearn.model_selection import train_test_split 
from sklearn.linear_model import LinearRegression

x_train, x_test, y_train, y_test = train_test_split(x, y, test_size = 0.25)

lm = LinearRegression() 
lm.fit(x_train, y_train)

LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None, normalize=False)

print(lm.intercept_)

5711931.904200463

predictions=lm.predict(x_test)

import matplotlib.pyplot as mpt
mpt.scatter(y_test,predictions)

<matplotlib.collections.PathCollection at 0x25c0cdf2a88>

from sklearn.metrics import mean_squared_error
import math
for i in range(1,len(data)-2):
    predictions=lm.predict(x_test) #make prediction on test set
    mse = np.sqrt(mean_squared_error(y_test,predictions)) #calculate rmse
    rmse=math.sqrt(mse) #store rmse values
    print("rmse when k is ",i,rmse)

rmse when k is  1 431.66904863575337
rmse when k is  2 431.66904863575337
rmse when k is  3 431.66904863575337
rmse when k is  4 431.66904863575337
rmse when k is  5 431.66904863575337
rmse when k is  6 431.66904863575337
rmse when k is  7 431.66904863575337
rmse when k is  8 431.66904863575337
rmse when k is  9 431.66904863575337
rmse when k is  10 431.66904863575337
rmse when k is  11 431.66904863575337
rmse when k is  12 431.66904863575337
rmse when k is  13 431.66904863575337
rmse when k is  14 431.66904863575337
rmse when k is  15 431.66904863575337
rmse when k is  16 431.66904863575337
rmse when k is  17 431.66904863575337
rmse when k is  18 431.66904863575337
rmse when k is  19 431.66904863575337
rmse when k is  20 431.66904863575337
rmse when k is  21 431.66904863575337
rmse when k is  22 431.66904863575337
rmse when k is  23 431.66904863575337
rmse when k is  24 431.66904863575337
rmse when k is  25 431.66904863575337
rmse when k is  26 431.66904863575337
rmse when k is  27 431.66904863575337
rmse when k is  28 431.66904863575337
rmse when k is  29 431.66904863575337
rmse when k is  30 431.66904863575337
rmse when k is  31 431.66904863575337
rmse when k is  32 431.66904863575337
rmse when k is  33 431.66904863575337
rmse when k is  34 431.66904863575337
rmse when k is  35 431.66904863575337
rmse when k is  36 431.66904863575337
rmse when k is  37 431.66904863575337
rmse when k is  38 431.66904863575337
rmse when k is  39 431.66904863575337
rmse when k is  40 431.66904863575337
rmse when k is  41 431.66904863575337
rmse when k is  42 431.66904863575337
rmse when k is  43 431.66904863575337
rmse when k is  44 431.66904863575337
rmse when k is  45 431.66904863575337
rmse when k is  46 431.66904863575337
rmse when k is  47 431.66904863575337
rmse when k is  48 431.66904863575337
rmse when k is  49 431.66904863575337
rmse when k is  50 431.66904863575337
rmse when k is  51 431.66904863575337
rmse when k is  52 431.66904863575337
rmse when k is  53 431.66904863575337
rmse when k is  54 431.66904863575337
rmse when k is  55 431.66904863575337
rmse when k is  56 431.66904863575337
rmse when k is  57 431.66904863575337
rmse when k is  58 431.66904863575337
rmse when k is  59 431.66904863575337
rmse when k is  60 431.66904863575337
rmse when k is  61 431.66904863575337
rmse when k is  62 431.66904863575337
rmse when k is  63 431.66904863575337
rmse when k is  64 431.66904863575337
rmse when k is  65 431.66904863575337
rmse when k is  66 431.66904863575337
rmse when k is  67 431.66904863575337
rmse when k is  68 431.66904863575337
rmse when k is  69 431.66904863575337
rmse when k is  70 431.66904863575337
rmse when k is  71 431.66904863575337
rmse when k is  72 431.66904863575337
rmse when k is  73 431.66904863575337
rmse when k is  74 431.66904863575337
rmse when k is  75 431.66904863575337
rmse when k is  76 431.66904863575337
rmse when k is  77 431.66904863575337
rmse when k is  78 431.66904863575337
rmse when k is  79 431.66904863575337
rmse when k is  80 431.66904863575337
rmse when k is  81 431.66904863575337
rmse when k is  82 431.66904863575337
rmse when k is  83 431.66904863575337
rmse when k is  84 431.66904863575337
rmse when k is  85 431.66904863575337
rmse when k is  86 431.66904863575337
rmse when k is  87 431.66904863575337
rmse when k is  88 431.66904863575337
rmse when k is  89 431.66904863575337
rmse when k is  90 431.66904863575337
rmse when k is  91 431.66904863575337
rmse when k is  92 431.66904863575337
rmse when k is  93 431.66904863575337
rmse when k is  94 431.66904863575337
rmse when k is  95 431.66904863575337
rmse when k is  96 431.66904863575337
rmse when k is  97 431.66904863575337
rmse when k is  98 431.66904863575337
rmse when k is  99 431.66904863575337
rmse when k is  100 431.66904863575337
rmse when k is  101 431.66904863575337
rmse when k is  102 431.66904863575337
rmse when k is  103 431.66904863575337
rmse when k is  104 431.66904863575337
rmse when k is  105 431.66904863575337
rmse when k is  106 431.66904863575337
rmse when k is  107 431.66904863575337
rmse when k is  108 431.66904863575337
rmse when k is  109 431.66904863575337
rmse when k is  110 431.66904863575337
rmse when k is  111 431.66904863575337
rmse when k is  112 431.66904863575337
rmse when k is  113 431.66904863575337
rmse when k is  114 431.66904863575337
rmse when k is  115 431.66904863575337
rmse when k is  116 431.66904863575337
rmse when k is  117 431.66904863575337
rmse when k is  118 431.66904863575337
rmse when k is  119 431.66904863575337
rmse when k is  120 431.66904863575337
rmse when k is  121 431.66904863575337
rmse when k is  122 431.66904863575337
rmse when k is  123 431.66904863575337
rmse when k is  124 431.66904863575337
rmse when k is  125 431.66904863575337
rmse when k is  126 431.66904863575337
rmse when k is  127 431.66904863575337
rmse when k is  128 431.66904863575337
rmse when k is  129 431.66904863575337
rmse when k is  130 431.66904863575337
rmse when k is  131 431.66904863575337
rmse when k is  132 431.66904863575337
rmse when k is  133 431.66904863575337
rmse when k is  134 431.66904863575337
rmse when k is  135 431.66904863575337
rmse when k is  136 431.66904863575337
rmse when k is  137 431.66904863575337
rmse when k is  138 431.66904863575337
rmse when k is  139 431.66904863575337
rmse when k is  140 431.66904863575337
rmse when k is  141 431.66904863575337
rmse when k is  142 431.66904863575337
rmse when k is  143 431.66904863575337
rmse when k is  144 431.66904863575337
rmse when k is  145 431.66904863575337
rmse when k is  146 431.66904863575337
rmse when k is  147 431.66904863575337
rmse when k is  148 431.66904863575337
rmse when k is  149 431.66904863575337
rmse when k is  150 431.66904863575337
rmse when k is  151 431.66904863575337
rmse when k is  152 431.66904863575337
rmse when k is  153 431.66904863575337
rmse when k is  154 431.66904863575337
rmse when k is  155 431.66904863575337
rmse when k is  156 431.66904863575337
rmse when k is  157 431.66904863575337
rmse when k is  158 431.66904863575337
rmse when k is  159 431.66904863575337
rmse when k is  160 431.66904863575337
rmse when k is  161 431.66904863575337
rmse when k is  162 431.66904863575337
rmse when k is  163 431.66904863575337
rmse when k is  164 431.66904863575337
rmse when k is  165 431.66904863575337
rmse when k is  166 431.66904863575337
rmse when k is  167 431.66904863575337
rmse when k is  168 431.66904863575337
rmse when k is  169 431.66904863575337
rmse when k is  170 431.66904863575337
rmse when k is  171 431.66904863575337
rmse when k is  172 431.66904863575337
rmse when k is  173 431.66904863575337
rmse when k is  174 431.66904863575337
rmse when k is  175 431.66904863575337
rmse when k is  176 431.66904863575337
rmse when k is  177 431.66904863575337
rmse when k is  178 431.66904863575337
rmse when k is  179 431.66904863575337
rmse when k is  180 431.66904863575337
rmse when k is  181 431.66904863575337
rmse when k is  182 431.66904863575337
rmse when k is  183 431.66904863575337
rmse when k is  184 431.66904863575337
rmse when k is  185 431.66904863575337
rmse when k is  186 431.66904863575337
rmse when k is  187 431.66904863575337
rmse when k is  188 431.66904863575337
rmse when k is  189 431.66904863575337
rmse when k is  190 431.66904863575337
rmse when k is  191 431.66904863575337
rmse when k is  192 431.66904863575337
rmse when k is  193 431.66904863575337
rmse when k is  194 431.66904863575337
rmse when k is  195 431.66904863575337
rmse when k is  196 431.66904863575337
rmse when k is  197 431.66904863575337
rmse when k is  198 431.66904863575337
rmse when k is  199 431.66904863575337
rmse when k is  200 431.66904863575337
rmse when k is  201 431.66904863575337
rmse when k is  202 431.66904863575337
rmse when k is  203 431.66904863575337
rmse when k is  204 431.66904863575337
rmse when k is  205 431.66904863575337
rmse when k is  206 431.66904863575337
rmse when k is  207 431.66904863575337
rmse when k is  208 431.66904863575337
rmse when k is  209 431.66904863575337
rmse when k is  210 431.66904863575337
rmse when k is  211 431.66904863575337
rmse when k is  212 431.66904863575337
rmse when k is  213 431.66904863575337
rmse when k is  214 431.66904863575337
rmse when k is  215 431.66904863575337
rmse when k is  216 431.66904863575337
rmse when k is  217 431.66904863575337
rmse when k is  218 431.66904863575337
rmse when k is  219 431.66904863575337
rmse when k is  220 431.66904863575337
rmse when k is  221 431.66904863575337
rmse when k is  222 431.66904863575337
rmse when k is  223 431.66904863575337
rmse when k is  224 431.66904863575337
rmse when k is  225 431.66904863575337
rmse when k is  226 431.66904863575337
rmse when k is  227 431.66904863575337
rmse when k is  228 431.66904863575337
rmse when k is  229 431.66904863575337
rmse when k is  230 431.66904863575337
rmse when k is  231 431.66904863575337
rmse when k is  232 431.66904863575337
rmse when k is  233 431.66904863575337
rmse when k is  234 431.66904863575337
rmse when k is  235 431.66904863575337
rmse when k is  236 431.66904863575337
rmse when k is  237 431.66904863575337
rmse when k is  238 431.66904863575337
rmse when k is  239 431.66904863575337
rmse when k is  240 431.66904863575337
rmse when k is  241 431.66904863575337
rmse when k is  242 431.66904863575337
rmse when k is  243 431.66904863575337
rmse when k is  244 431.66904863575337
rmse when k is  245 431.66904863575337
rmse when k is  246 431.66904863575337
rmse when k is  247 431.66904863575337
rmse when k is  248 431.66904863575337
rmse when k is  249 431.66904863575337
rmse when k is  250 431.66904863575337
rmse when k is  251 431.66904863575337
rmse when k is  252 431.66904863575337
rmse when k is  253 431.66904863575337
rmse when k is  254 431.66904863575337
rmse when k is  255 431.66904863575337
rmse when k is  256 431.66904863575337
rmse when k is  257 431.66904863575337
rmse when k is  258 431.66904863575337
rmse when k is  259 431.66904863575337
rmse when k is  260 431.66904863575337
rmse when k is  261 431.66904863575337
rmse when k is  262 431.66904863575337
rmse when k is  263 431.66904863575337
rmse when k is  264 431.66904863575337
rmse when k is  265 431.66904863575337
rmse when k is  266 431.66904863575337
rmse when k is  267 431.66904863575337
rmse when k is  268 431.66904863575337
rmse when k is  269 431.66904863575337
rmse when k is  270 431.66904863575337
rmse when k is  271 431.66904863575337
rmse when k is  272 431.66904863575337
rmse when k is  273 431.66904863575337
rmse when k is  274 431.66904863575337
rmse when k is  275 431.66904863575337
rmse when k is  276 431.66904863575337
rmse when k is  277 431.66904863575337
rmse when k is  278 431.66904863575337
rmse when k is  279 431.66904863575337
rmse when k is  280 431.66904863575337
rmse when k is  281 431.66904863575337
rmse when k is  282 431.66904863575337
rmse when k is  283 431.66904863575337
rmse when k is  284 431.66904863575337
rmse when k is  285 431.66904863575337
rmse when k is  286 431.66904863575337
rmse when k is  287 431.66904863575337
rmse when k is  288 431.66904863575337
rmse when k is  289 431.66904863575337
rmse when k is  290 431.66904863575337
rmse when k is  291 431.66904863575337
rmse when k is  292 431.66904863575337
rmse when k is  293 431.66904863575337
rmse when k is  294 431.66904863575337
rmse when k is  295 431.66904863575337
rmse when k is  296 431.66904863575337
rmse when k is  297 431.66904863575337
rmse when k is  298 431.66904863575337
rmse when k is  299 431.66904863575337
rmse when k is  300 431.66904863575337
rmse when k is  301 431.66904863575337
rmse when k is  302 431.66904863575337
rmse when k is  303 431.66904863575337
rmse when k is  304 431.66904863575337
rmse when k is  305 431.66904863575337
rmse when k is  306 431.66904863575337
rmse when k is  307 431.66904863575337
rmse when k is  308 431.66904863575337
rmse when k is  309 431.66904863575337
rmse when k is  310 431.66904863575337
rmse when k is  311 431.66904863575337
rmse when k is  312 431.66904863575337
rmse when k is  313 431.66904863575337
rmse when k is  314 431.66904863575337
rmse when k is  315 431.66904863575337
rmse when k is  316 431.66904863575337
rmse when k is  317 431.66904863575337
rmse when k is  318 431.66904863575337
rmse when k is  319 431.66904863575337
rmse when k is  320 431.66904863575337
rmse when k is  321 431.66904863575337
rmse when k is  322 431.66904863575337
rmse when k is  323 431.66904863575337
rmse when k is  324 431.66904863575337
rmse when k is  325 431.66904863575337
rmse when k is  326 431.66904863575337
rmse when k is  327 431.66904863575337
rmse when k is  328 431.66904863575337
rmse when k is  329 431.66904863575337
rmse when k is  330 431.66904863575337
rmse when k is  331 431.66904863575337
rmse when k is  332 431.66904863575337
rmse when k is  333 431.66904863575337
rmse when k is  334 431.66904863575337
rmse when k is  335 431.66904863575337
rmse when k is  336 431.66904863575337
rmse when k is  337 431.66904863575337
rmse when k is  338 431.66904863575337
rmse when k is  339 431.66904863575337
rmse when k is  340 431.66904863575337
rmse when k is  341 431.66904863575337
rmse when k is  342 431.66904863575337
rmse when k is  343 431.66904863575337
rmse when k is  344 431.66904863575337
rmse when k is  345 431.66904863575337
rmse when k is  346 431.66904863575337
rmse when k is  347 431.66904863575337
rmse when k is  348 431.66904863575337
rmse when k is  349 431.66904863575337
rmse when k is  350 431.66904863575337
rmse when k is  351 431.66904863575337
rmse when k is  352 431.66904863575337
rmse when k is  353 431.66904863575337
rmse when k is  354 431.66904863575337
rmse when k is  355 431.66904863575337
rmse when k is  356 431.66904863575337
rmse when k is  357 431.66904863575337
rmse when k is  358 431.66904863575337
rmse when k is  359 431.66904863575337
rmse when k is  360 431.66904863575337
rmse when k is  361 431.66904863575337
rmse when k is  362 431.66904863575337
rmse when k is  363 431.66904863575337
rmse when k is  364 431.66904863575337
rmse when k is  365 431.66904863575337
rmse when k is  366 431.66904863575337
rmse when k is  367 431.66904863575337
rmse when k is  368 431.66904863575337
rmse when k is  369 431.66904863575337
rmse when k is  370 431.66904863575337
rmse when k is  371 431.66904863575337
rmse when k is  372 431.66904863575337
rmse when k is  373 431.66904863575337
rmse when k is  374 431.66904863575337
rmse when k is  375 431.66904863575337
rmse when k is  376 431.66904863575337
rmse when k is  377 431.66904863575337
rmse when k is  378 431.66904863575337
rmse when k is  379 431.66904863575337
rmse when k is  380 431.66904863575337
rmse when k is  381 431.66904863575337
rmse when k is  382 431.66904863575337
rmse when k is  383 431.66904863575337
rmse when k is  384 431.66904863575337
rmse when k is  385 431.66904863575337
rmse when k is  386 431.66904863575337
rmse when k is  387 431.66904863575337
rmse when k is  388 431.66904863575337
rmse when k is  389 431.66904863575337
rmse when k is  390 431.66904863575337
rmse when k is  391 431.66904863575337
rmse when k is  392 431.66904863575337
rmse when k is  393 431.66904863575337
rmse when k is  394 431.66904863575337
rmse when k is  395 431.66904863575337
rmse when k is  396 431.66904863575337
rmse when k is  397 431.66904863575337
rmse when k is  398 431.66904863575337
rmse when k is  399 431.66904863575337
rmse when k is  400 431.66904863575337
rmse when k is  401 431.66904863575337
rmse when k is  402 431.66904863575337
rmse when k is  403 431.66904863575337
rmse when k is  404 431.66904863575337
rmse when k is  405 431.66904863575337
rmse when k is  406 431.66904863575337
rmse when k is  407 431.66904863575337
rmse when k is  408 431.66904863575337
rmse when k is  409 431.66904863575337
rmse when k is  410 431.66904863575337
rmse when k is  411 431.66904863575337
rmse when k is  412 431.66904863575337
rmse when k is  413 431.66904863575337
rmse when k is  414 431.66904863575337
rmse when k is  415 431.66904863575337
rmse when k is  416 431.66904863575337
rmse when k is  417 431.66904863575337
rmse when k is  418 431.66904863575337
rmse when k is  419 431.66904863575337
rmse when k is  420 431.66904863575337
rmse when k is  421 431.66904863575337
rmse when k is  422 431.66904863575337
rmse when k is  423 431.66904863575337
rmse when k is  424 431.66904863575337
rmse when k is  425 431.66904863575337
rmse when k is  426 431.66904863575337
rmse when k is  427 431.66904863575337
rmse when k is  428 431.66904863575337
rmse when k is  429 431.66904863575337
rmse when k is  430 431.66904863575337
rmse when k is  431 431.66904863575337
rmse when k is  432 431.66904863575337
rmse when k is  433 431.66904863575337
rmse when k is  434 431.66904863575337
rmse when k is  435 431.66904863575337
rmse when k is  436 431.66904863575337
rmse when k is  437 431.66904863575337
rmse when k is  438 431.66904863575337
rmse when k is  439 431.66904863575337
rmse when k is  440 431.66904863575337
rmse when k is  441 431.66904863575337
rmse when k is  442 431.66904863575337
rmse when k is  443 431.66904863575337
rmse when k is  444 431.66904863575337
rmse when k is  445 431.66904863575337
rmse when k is  446 431.66904863575337
rmse when k is  447 431.66904863575337
rmse when k is  448 431.66904863575337
rmse when k is  449 431.66904863575337
rmse when k is  450 431.66904863575337
rmse when k is  451 431.66904863575337
rmse when k is  452 431.66904863575337
rmse when k is  453 431.66904863575337
rmse when k is  454 431.66904863575337
rmse when k is  455 431.66904863575337
rmse when k is  456 431.66904863575337
rmse when k is  457 431.66904863575337
rmse when k is  458 431.66904863575337
rmse when k is  459 431.66904863575337
rmse when k is  460 431.66904863575337
rmse when k is  461 431.66904863575337
rmse when k is  462 431.66904863575337
rmse when k is  463 431.66904863575337
rmse when k is  464 431.66904863575337
rmse when k is  465 431.66904863575337
rmse when k is  466 431.66904863575337
rmse when k is  467 431.66904863575337
rmse when k is  468 431.66904863575337
rmse when k is  469 431.66904863575337
rmse when k is  470 431.66904863575337
rmse when k is  471 431.66904863575337
rmse when k is  472 431.66904863575337
rmse when k is  473 431.66904863575337
rmse when k is  474 431.66904863575337
rmse when k is  475 431.66904863575337
rmse when k is  476 431.66904863575337
rmse when k is  477 431.66904863575337
rmse when k is  478 431.66904863575337
rmse when k is  479 431.66904863575337
rmse when k is  480 431.66904863575337
rmse when k is  481 431.66904863575337
rmse when k is  482 431.66904863575337
rmse when k is  483 431.66904863575337
rmse when k is  484 431.66904863575337
rmse when k is  485 431.66904863575337
rmse when k is  486 431.66904863575337
rmse when k is  487 431.66904863575337
rmse when k is  488 431.66904863575337
rmse when k is  489 431.66904863575337
rmse when k is  490 431.66904863575337
rmse when k is  491 431.66904863575337
rmse when k is  492 431.66904863575337
rmse when k is  493 431.66904863575337
rmse when k is  494 431.66904863575337
rmse when k is  495 431.66904863575337
rmse when k is  496 431.66904863575337
rmse when k is  497 431.66904863575337
rmse when k is  498 431.66904863575337
rmse when k is  499 431.66904863575337
rmse when k is  500 431.66904863575337
rmse when k is  501 431.66904863575337
rmse when k is  502 431.66904863575337
rmse when k is  503 431.66904863575337
rmse when k is  504 431.66904863575337
rmse when k is  505 431.66904863575337
rmse when k is  506 431.66904863575337
rmse when k is  507 431.66904863575337
rmse when k is  508 431.66904863575337
rmse when k is  509 431.66904863575337
rmse when k is  510 431.66904863575337
rmse when k is  511 431.66904863575337
rmse when k is  512 431.66904863575337
rmse when k is  513 431.66904863575337
rmse when k is  514 431.66904863575337
rmse when k is  515 431.66904863575337
rmse when k is  516 431.66904863575337
rmse when k is  517 431.66904863575337
rmse when k is  518 431.66904863575337
rmse when k is  519 431.66904863575337
rmse when k is  520 431.66904863575337
rmse when k is  521 431.66904863575337
rmse when k is  522 431.66904863575337
rmse when k is  523 431.66904863575337
rmse when k is  524 431.66904863575337
rmse when k is  525 431.66904863575337
rmse when k is  526 431.66904863575337
rmse when k is  527 431.66904863575337
rmse when k is  528 431.66904863575337
rmse when k is  529 431.66904863575337
rmse when k is  530 431.66904863575337
rmse when k is  531 431.66904863575337
rmse when k is  532 431.66904863575337
rmse when k is  533 431.66904863575337
rmse when k is  534 431.66904863575337
rmse when k is  535 431.66904863575337
rmse when k is  536 431.66904863575337
rmse when k is  537 431.66904863575337
rmse when k is  538 431.66904863575337
rmse when k is  539 431.66904863575337
rmse when k is  540 431.66904863575337
rmse when k is  541 431.66904863575337
rmse when k is  542 431.66904863575337
rmse when k is  543 431.66904863575337
rmse when k is  544 431.66904863575337
rmse when k is  545 431.66904863575337
rmse when k is  546 431.66904863575337
rmse when k is  547 431.66904863575337
rmse when k is  548 431.66904863575337
rmse when k is  549 431.66904863575337
rmse when k is  550 431.66904863575337
rmse when k is  551 431.66904863575337
rmse when k is  552 431.66904863575337
rmse when k is  553 431.66904863575337
rmse when k is  554 431.66904863575337
rmse when k is  555 431.66904863575337
rmse when k is  556 431.66904863575337
rmse when k is  557 431.66904863575337
rmse when k is  558 431.66904863575337
rmse when k is  559 431.66904863575337
rmse when k is  560 431.66904863575337
rmse when k is  561 431.66904863575337
rmse when k is  562 431.66904863575337
rmse when k is  563 431.66904863575337
rmse when k is  564 431.66904863575337
rmse when k is  565 431.66904863575337
rmse when k is  566 431.66904863575337
rmse when k is  567 431.66904863575337
rmse when k is  568 431.66904863575337
rmse when k is  569 431.66904863575337
rmse when k is  570 431.66904863575337
rmse when k is  571 431.66904863575337
rmse when k is  572 431.66904863575337
rmse when k is  573 431.66904863575337
rmse when k is  574 431.66904863575337
rmse when k is  575 431.66904863575337
rmse when k is  576 431.66904863575337
rmse when k is  577 431.66904863575337
rmse when k is  578 431.66904863575337
rmse when k is  579 431.66904863575337
rmse when k is  580 431.66904863575337
rmse when k is  581 431.66904863575337
rmse when k is  582 431.66904863575337
rmse when k is  583 431.66904863575337
rmse when k is  584 431.66904863575337
rmse when k is  585 431.66904863575337
rmse when k is  586 431.66904863575337
rmse when k is  587 431.66904863575337
rmse when k is  588 431.66904863575337
rmse when k is  589 431.66904863575337
rmse when k is  590 431.66904863575337
rmse when k is  591 431.66904863575337
rmse when k is  592 431.66904863575337
rmse when k is  593 431.66904863575337
rmse when k is  594 431.66904863575337
rmse when k is  595 431.66904863575337
rmse when k is  596 431.66904863575337
rmse when k is  597 431.66904863575337
rmse when k is  598 431.66904863575337
rmse when k is  599 431.66904863575337
rmse when k is  600 431.66904863575337
rmse when k is  601 431.66904863575337
rmse when k is  602 431.66904863575337
rmse when k is  603 431.66904863575337
rmse when k is  604 431.66904863575337
rmse when k is  605 431.66904863575337
rmse when k is  606 431.66904863575337
rmse when k is  607 431.66904863575337
rmse when k is  608 431.66904863575337
rmse when k is  609 431.66904863575337
rmse when k is  610 431.66904863575337
rmse when k is  611 431.66904863575337
rmse when k is  612 431.66904863575337
rmse when k is  613 431.66904863575337
rmse when k is  614 431.66904863575337
rmse when k is  615 431.66904863575337
rmse when k is  616 431.66904863575337
rmse when k is  617 431.66904863575337
rmse when k is  618 431.66904863575337
rmse when k is  619 431.66904863575337
rmse when k is  620 431.66904863575337
rmse when k is  621 431.66904863575337
rmse when k is  622 431.66904863575337
rmse when k is  623 431.66904863575337
rmse when k is  624 431.66904863575337
rmse when k is  625 431.66904863575337
rmse when k is  626 431.66904863575337
rmse when k is  627 431.66904863575337
rmse when k is  628 431.66904863575337
rmse when k is  629 431.66904863575337
rmse when k is  630 431.66904863575337
rmse when k is  631 431.66904863575337
rmse when k is  632 431.66904863575337
rmse when k is  633 431.66904863575337
rmse when k is  634 431.66904863575337
rmse when k is  635 431.66904863575337
rmse when k is  636 431.66904863575337
rmse when k is  637 431.66904863575337
rmse when k is  638 431.66904863575337
rmse when k is  639 431.66904863575337
rmse when k is  640 431.66904863575337
rmse when k is  641 431.66904863575337
rmse when k is  642 431.66904863575337
rmse when k is  643 431.66904863575337
rmse when k is  644 431.66904863575337
rmse when k is  645 431.66904863575337
rmse when k is  646 431.66904863575337
rmse when k is  647 431.66904863575337
rmse when k is  648 431.66904863575337
rmse when k is  649 431.66904863575337
rmse when k is  650 431.66904863575337
rmse when k is  651 431.66904863575337
rmse when k is  652 431.66904863575337
rmse when k is  653 431.66904863575337
rmse when k is  654 431.66904863575337
rmse when k is  655 431.66904863575337
rmse when k is  656 431.66904863575337
rmse when k is  657 431.66904863575337
rmse when k is  658 431.66904863575337
rmse when k is  659 431.66904863575337
rmse when k is  660 431.66904863575337
rmse when k is  661 431.66904863575337
rmse when k is  662 431.66904863575337
rmse when k is  663 431.66904863575337
rmse when k is  664 431.66904863575337
rmse when k is  665 431.66904863575337
rmse when k is  666 431.66904863575337
rmse when k is  667 431.66904863575337
rmse when k is  668 431.66904863575337
rmse when k is  669 431.66904863575337
rmse when k is  670 431.66904863575337
rmse when k is  671 431.66904863575337
rmse when k is  672 431.66904863575337
rmse when k is  673 431.66904863575337
rmse when k is  674 431.66904863575337
rmse when k is  675 431.66904863575337
rmse when k is  676 431.66904863575337
rmse when k is  677 431.66904863575337
rmse when k is  678 431.66904863575337
rmse when k is  679 431.66904863575337
rmse when k is  680 431.66904863575337
rmse when k is  681 431.66904863575337
rmse when k is  682 431.66904863575337
rmse when k is  683 431.66904863575337
rmse when k is  684 431.66904863575337
rmse when k is  685 431.66904863575337
rmse when k is  686 431.66904863575337
rmse when k is  687 431.66904863575337
rmse when k is  688 431.66904863575337
rmse when k is  689 431.66904863575337
rmse when k is  690 431.66904863575337
rmse when k is  691 431.66904863575337
rmse when k is  692 431.66904863575337
rmse when k is  693 431.66904863575337
rmse when k is  694 431.66904863575337
rmse when k is  695 431.66904863575337
rmse when k is  696 431.66904863575337
rmse when k is  697 431.66904863575337
rmse when k is  698 431.66904863575337
rmse when k is  699 431.66904863575337
rmse when k is  700 431.66904863575337
rmse when k is  701 431.66904863575337
rmse when k is  702 431.66904863575337
rmse when k is  703 431.66904863575337
rmse when k is  704 431.66904863575337
rmse when k is  705 431.66904863575337
rmse when k is  706 431.66904863575337
rmse when k is  707 431.66904863575337
rmse when k is  708 431.66904863575337
rmse when k is  709 431.66904863575337
rmse when k is  710 431.66904863575337
rmse when k is  711 431.66904863575337
rmse when k is  712 431.66904863575337
rmse when k is  713 431.66904863575337
rmse when k is  714 431.66904863575337
rmse when k is  715 431.66904863575337
rmse when k is  716 431.66904863575337
rmse when k is  717 431.66904863575337
rmse when k is  718 431.66904863575337
rmse when k is  719 431.66904863575337
rmse when k is  720 431.66904863575337
rmse when k is  721 431.66904863575337
rmse when k is  722 431.66904863575337
rmse when k is  723 431.66904863575337
rmse when k is  724 431.66904863575337
rmse when k is  725 431.66904863575337
rmse when k is  726 431.66904863575337
rmse when k is  727 431.66904863575337
rmse when k is  728 431.66904863575337
rmse when k is  729 431.66904863575337
rmse when k is  730 431.66904863575337
rmse when k is  731 431.66904863575337
rmse when k is  732 431.66904863575337
rmse when k is  733 431.66904863575337
rmse when k is  734 431.66904863575337
rmse when k is  735 431.66904863575337
rmse when k is  736 431.66904863575337
rmse when k is  737 431.66904863575337
rmse when k is  738 431.66904863575337
rmse when k is  739 431.66904863575337
rmse when k is  740 431.66904863575337
rmse when k is  741 431.66904863575337
rmse when k is  742 431.66904863575337
rmse when k is  743 431.66904863575337
rmse when k is  744 431.66904863575337
rmse when k is  745 431.66904863575337
rmse when k is  746 431.66904863575337
rmse when k is  747 431.66904863575337
rmse when k is  748 431.66904863575337
rmse when k is  749 431.66904863575337
rmse when k is  750 431.66904863575337
rmse when k is  751 431.66904863575337
rmse when k is  752 431.66904863575337
rmse when k is  753 431.66904863575337
rmse when k is  754 431.66904863575337
rmse when k is  755 431.66904863575337
rmse when k is  756 431.66904863575337
rmse when k is  757 431.66904863575337
rmse when k is  758 431.66904863575337
rmse when k is  759 431.66904863575337
rmse when k is  760 431.66904863575337
rmse when k is  761 431.66904863575337
rmse when k is  762 431.66904863575337
rmse when k is  763 431.66904863575337
rmse when k is  764 431.66904863575337
rmse when k is  765 431.66904863575337
rmse when k is  766 431.66904863575337
rmse when k is  767 431.66904863575337
rmse when k is  768 431.66904863575337
rmse when k is  769 431.66904863575337
rmse when k is  770 431.66904863575337
rmse when k is  771 431.66904863575337
rmse when k is  772 431.66904863575337
rmse when k is  773 431.66904863575337
rmse when k is  774 431.66904863575337
rmse when k is  775 431.66904863575337
rmse when k is  776 431.66904863575337
rmse when k is  777 431.66904863575337
rmse when k is  778 431.66904863575337
rmse when k is  779 431.66904863575337
rmse when k is  780 431.66904863575337
rmse when k is  781 431.66904863575337
rmse when k is  782 431.66904863575337
rmse when k is  783 431.66904863575337
rmse when k is  784 431.66904863575337
rmse when k is  785 431.66904863575337
rmse when k is  786 431.66904863575337
rmse when k is  787 431.66904863575337
rmse when k is  788 431.66904863575337
rmse when k is  789 431.66904863575337
rmse when k is  790 431.66904863575337
rmse when k is  791 431.66904863575337
rmse when k is  792 431.66904863575337
rmse when k is  793 431.66904863575337
rmse when k is  794 431.66904863575337
rmse when k is  795 431.66904863575337
rmse when k is  796 431.66904863575337
rmse when k is  797 431.66904863575337
rmse when k is  798 431.66904863575337
rmse when k is  799 431.66904863575337
rmse when k is  800 431.66904863575337
rmse when k is  801 431.66904863575337
rmse when k is  802 431.66904863575337
rmse when k is  803 431.66904863575337
rmse when k is  804 431.66904863575337
rmse when k is  805 431.66904863575337
rmse when k is  806 431.66904863575337
rmse when k is  807 431.66904863575337
rmse when k is  808 431.66904863575337
rmse when k is  809 431.66904863575337
rmse when k is  810 431.66904863575337
rmse when k is  811 431.66904863575337
rmse when k is  812 431.66904863575337
rmse when k is  813 431.66904863575337
rmse when k is  814 431.66904863575337
rmse when k is  815 431.66904863575337
rmse when k is  816 431.66904863575337
rmse when k is  817 431.66904863575337
rmse when k is  818 431.66904863575337
rmse when k is  819 431.66904863575337
rmse when k is  820 431.66904863575337
rmse when k is  821 431.66904863575337
rmse when k is  822 431.66904863575337
rmse when k is  823 431.66904863575337
rmse when k is  824 431.66904863575337
rmse when k is  825 431.66904863575337
rmse when k is  826 431.66904863575337
rmse when k is  827 431.66904863575337
rmse when k is  828 431.66904863575337
rmse when k is  829 431.66904863575337
rmse when k is  830 431.66904863575337
rmse when k is  831 431.66904863575337
rmse when k is  832 431.66904863575337
rmse when k is  833 431.66904863575337
rmse when k is  834 431.66904863575337
rmse when k is  835 431.66904863575337
rmse when k is  836 431.66904863575337
rmse when k is  837 431.66904863575337
rmse when k is  838 431.66904863575337
rmse when k is  839 431.66904863575337
rmse when k is  840 431.66904863575337
rmse when k is  841 431.66904863575337
rmse when k is  842 431.66904863575337
rmse when k is  843 431.66904863575337
rmse when k is  844 431.66904863575337
rmse when k is  845 431.66904863575337
rmse when k is  846 431.66904863575337
rmse when k is  847 431.66904863575337
rmse when k is  848 431.66904863575337
rmse when k is  849 431.66904863575337
rmse when k is  850 431.66904863575337
rmse when k is  851 431.66904863575337
rmse when k is  852 431.66904863575337
rmse when k is  853 431.66904863575337
rmse when k is  854 431.66904863575337
rmse when k is  855 431.66904863575337
rmse when k is  856 431.66904863575337
rmse when k is  857 431.66904863575337
rmse when k is  858 431.66904863575337
rmse when k is  859 431.66904863575337
rmse when k is  860 431.66904863575337
rmse when k is  861 431.66904863575337
rmse when k is  862 431.66904863575337
rmse when k is  863 431.66904863575337
rmse when k is  864 431.66904863575337
rmse when k is  865 431.66904863575337
rmse when k is  866 431.66904863575337
rmse when k is  867 431.66904863575337
rmse when k is  868 431.66904863575337
rmse when k is  869 431.66904863575337
rmse when k is  870 431.66904863575337
rmse when k is  871 431.66904863575337
rmse when k is  872 431.66904863575337
rmse when k is  873 431.66904863575337
rmse when k is  874 431.66904863575337
rmse when k is  875 431.66904863575337
rmse when k is  876 431.66904863575337
rmse when k is  877 431.66904863575337
rmse when k is  878 431.66904863575337
rmse when k is  879 431.66904863575337
rmse when k is  880 431.66904863575337
rmse when k is  881 431.66904863575337
rmse when k is  882 431.66904863575337
rmse when k is  883 431.66904863575337
rmse when k is  884 431.66904863575337
rmse when k is  885 431.66904863575337
rmse when k is  886 431.66904863575337
rmse when k is  887 431.66904863575337
rmse when k is  888 431.66904863575337
rmse when k is  889 431.66904863575337
rmse when k is  890 431.66904863575337
rmse when k is  891 431.66904863575337
rmse when k is  892 431.66904863575337
rmse when k is  893 431.66904863575337
rmse when k is  894 431.66904863575337
rmse when k is  895 431.66904863575337
rmse when k is  896 431.66904863575337
rmse when k is  897 431.66904863575337
rmse when k is  898 431.66904863575337
rmse when k is  899 431.66904863575337
rmse when k is  900 431.66904863575337
rmse when k is  901 431.66904863575337
rmse when k is  902 431.66904863575337
rmse when k is  903 431.66904863575337
rmse when k is  904 431.66904863575337
rmse when k is  905 431.66904863575337
rmse when k is  906 431.66904863575337
rmse when k is  907 431.66904863575337
rmse when k is  908 431.66904863575337
rmse when k is  909 431.66904863575337
rmse when k is  910 431.66904863575337
rmse when k is  911 431.66904863575337
rmse when k is  912 431.66904863575337
rmse when k is  913 431.66904863575337
rmse when k is  914 431.66904863575337
rmse when k is  915 431.66904863575337
rmse when k is  916 431.66904863575337
rmse when k is  917 431.66904863575337
rmse when k is  918 431.66904863575337
rmse when k is  919 431.66904863575337
rmse when k is  920 431.66904863575337
rmse when k is  921 431.66904863575337
rmse when k is  922 431.66904863575337
rmse when k is  923 431.66904863575337
rmse when k is  924 431.66904863575337
rmse when k is  925 431.66904863575337
rmse when k is  926 431.66904863575337
rmse when k is  927 431.66904863575337
rmse when k is  928 431.66904863575337
rmse when k is  929 431.66904863575337
rmse when k is  930 431.66904863575337
rmse when k is  931 431.66904863575337
rmse when k is  932 431.66904863575337
rmse when k is  933 431.66904863575337
rmse when k is  934 431.66904863575337
rmse when k is  935 431.66904863575337
rmse when k is  936 431.66904863575337
rmse when k is  937 431.66904863575337
rmse when k is  938 431.66904863575337
rmse when k is  939 431.66904863575337
rmse when k is  940 431.66904863575337
rmse when k is  941 431.66904863575337
rmse when k is  942 431.66904863575337
rmse when k is  943 431.66904863575337
rmse when k is  944 431.66904863575337
rmse when k is  945 431.66904863575337
rmse when k is  946 431.66904863575337
rmse when k is  947 431.66904863575337
rmse when k is  948 431.66904863575337
rmse when k is  949 431.66904863575337
rmse when k is  950 431.66904863575337
rmse when k is  951 431.66904863575337
rmse when k is  952 431.66904863575337
rmse when k is  953 431.66904863575337
rmse when k is  954 431.66904863575337
rmse when k is  955 431.66904863575337
rmse when k is  956 431.66904863575337
rmse when k is  957 431.66904863575337
rmse when k is  958 431.66904863575337
rmse when k is  959 431.66904863575337
rmse when k is  960 431.66904863575337
rmse when k is  961 431.66904863575337
rmse when k is  962 431.66904863575337
rmse when k is  963 431.66904863575337
rmse when k is  964 431.66904863575337
rmse when k is  965 431.66904863575337
rmse when k is  966 431.66904863575337
rmse when k is  967 431.66904863575337
rmse when k is  968 431.66904863575337
rmse when k is  969 431.66904863575337
rmse when k is  970 431.66904863575337
rmse when k is  971 431.66904863575337
rmse when k is  972 431.66904863575337
rmse when k is  973 431.66904863575337
rmse when k is  974 431.66904863575337
rmse when k is  975 431.66904863575337
rmse when k is  976 431.66904863575337
rmse when k is  977 431.66904863575337
rmse when k is  978 431.66904863575337
rmse when k is  979 431.66904863575337
rmse when k is  980 431.66904863575337
rmse when k is  981 431.66904863575337
rmse when k is  982 431.66904863575337
rmse when k is  983 431.66904863575337
rmse when k is  984 431.66904863575337
rmse when k is  985 431.66904863575337
rmse when k is  986 431.66904863575337
rmse when k is  987 431.66904863575337
rmse when k is  988 431.66904863575337
rmse when k is  989 431.66904863575337
rmse when k is  990 431.66904863575337
rmse when k is  991 431.66904863575337
rmse when k is  992 431.66904863575337
rmse when k is  993 431.66904863575337
rmse when k is  994 431.66904863575337
rmse when k is  995 431.66904863575337
rmse when k is  996 431.66904863575337
rmse when k is  997 431.66904863575337
rmse when k is  998 431.66904863575337
rmse when k is  999 431.66904863575337
rmse when k is  1000 431.66904863575337
rmse when k is  1001 431.66904863575337
rmse when k is  1002 431.66904863575337
rmse when k is  1003 431.66904863575337
rmse when k is  1004 431.66904863575337
rmse when k is  1005 431.66904863575337
rmse when k is  1006 431.66904863575337
rmse when k is  1007 431.66904863575337
rmse when k is  1008 431.66904863575337
rmse when k is  1009 431.66904863575337
rmse when k is  1010 431.66904863575337
rmse when k is  1011 431.66904863575337
rmse when k is  1012 431.66904863575337
rmse when k is  1013 431.66904863575337
rmse when k is  1014 431.66904863575337
rmse when k is  1015 431.66904863575337
rmse when k is  1016 431.66904863575337
rmse when k is  1017 431.66904863575337
rmse when k is  1018 431.66904863575337
rmse when k is  1019 431.66904863575337
rmse when k is  1020 431.66904863575337
rmse when k is  1021 431.66904863575337
rmse when k is  1022 431.66904863575337
rmse when k is  1023 431.66904863575337
rmse when k is  1024 431.66904863575337
rmse when k is  1025 431.66904863575337
rmse when k is  1026 431.66904863575337
rmse when k is  1027 431.66904863575337
rmse when k is  1028 431.66904863575337
rmse when k is  1029 431.66904863575337
rmse when k is  1030 431.66904863575337
rmse when k is  1031 431.66904863575337
rmse when k is  1032 431.66904863575337
rmse when k is  1033 431.66904863575337
rmse when k is  1034 431.66904863575337
rmse when k is  1035 431.66904863575337
rmse when k is  1036 431.66904863575337
rmse when k is  1037 431.66904863575337
rmse when k is  1038 431.66904863575337
rmse when k is  1039 431.66904863575337
rmse when k is  1040 431.66904863575337
rmse when k is  1041 431.66904863575337
rmse when k is  1042 431.66904863575337
rmse when k is  1043 431.66904863575337
rmse when k is  1044 431.66904863575337
rmse when k is  1045 431.66904863575337
rmse when k is  1046 431.66904863575337
rmse when k is  1047 431.66904863575337
rmse when k is  1048 431.66904863575337
rmse when k is  1049 431.66904863575337
rmse when k is  1050 431.66904863575337
rmse when k is  1051 431.66904863575337
rmse when k is  1052 431.66904863575337
rmse when k is  1053 431.66904863575337
rmse when k is  1054 431.66904863575337
rmse when k is  1055 431.66904863575337
rmse when k is  1056 431.66904863575337
rmse when k is  1057 431.66904863575337
rmse when k is  1058 431.66904863575337
rmse when k is  1059 431.66904863575337
rmse when k is  1060 431.66904863575337
rmse when k is  1061 431.66904863575337
rmse when k is  1062 431.66904863575337
rmse when k is  1063 431.66904863575337
rmse when k is  1064 431.66904863575337
rmse when k is  1065 431.66904863575337
rmse when k is  1066 431.66904863575337
rmse when k is  1067 431.66904863575337
rmse when k is  1068 431.66904863575337
rmse when k is  1069 431.66904863575337
rmse when k is  1070 431.66904863575337
rmse when k is  1071 431.66904863575337
rmse when k is  1072 431.66904863575337
rmse when k is  1073 431.66904863575337
rmse when k is  1074 431.66904863575337
rmse when k is  1075 431.66904863575337
rmse when k is  1076 431.66904863575337
rmse when k is  1077 431.66904863575337
rmse when k is  1078 431.66904863575337
rmse when k is  1079 431.66904863575337
rmse when k is  1080 431.66904863575337
rmse when k is  1081 431.66904863575337
rmse when k is  1082 431.66904863575337
rmse when k is  1083 431.66904863575337
rmse when k is  1084 431.66904863575337
rmse when k is  1085 431.66904863575337
rmse when k is  1086 431.66904863575337
rmse when k is  1087 431.66904863575337
rmse when k is  1088 431.66904863575337
rmse when k is  1089 431.66904863575337
rmse when k is  1090 431.66904863575337
rmse when k is  1091 431.66904863575337
rmse when k is  1092 431.66904863575337
rmse when k is  1093 431.66904863575337
rmse when k is  1094 431.66904863575337
rmse when k is  1095 431.66904863575337
rmse when k is  1096 431.66904863575337
rmse when k is  1097 431.66904863575337
rmse when k is  1098 431.66904863575337
rmse when k is  1099 431.66904863575337
rmse when k is  1100 431.66904863575337
rmse when k is  1101 431.66904863575337
rmse when k is  1102 431.66904863575337
rmse when k is  1103 431.66904863575337
rmse when k is  1104 431.66904863575337
rmse when k is  1105 431.66904863575337
rmse when k is  1106 431.66904863575337
rmse when k is  1107 431.66904863575337
rmse when k is  1108 431.66904863575337
rmse when k is  1109 431.66904863575337
rmse when k is  1110 431.66904863575337
rmse when k is  1111 431.66904863575337
rmse when k is  1112 431.66904863575337
rmse when k is  1113 431.66904863575337
rmse when k is  1114 431.66904863575337
rmse when k is  1115 431.66904863575337
rmse when k is  1116 431.66904863575337
rmse when k is  1117 431.66904863575337
rmse when k is  1118 431.66904863575337
rmse when k is  1119 431.66904863575337
rmse when k is  1120 431.66904863575337
rmse when k is  1121 431.66904863575337
rmse when k is  1122 431.66904863575337
rmse when k is  1123 431.66904863575337
rmse when k is  1124 431.66904863575337
rmse when k is  1125 431.66904863575337
rmse when k is  1126 431.66904863575337
rmse when k is  1127 431.66904863575337
rmse when k is  1128 431.66904863575337
rmse when k is  1129 431.66904863575337
rmse when k is  1130 431.66904863575337
rmse when k is  1131 431.66904863575337
rmse when k is  1132 431.66904863575337
rmse when k is  1133 431.66904863575337
rmse when k is  1134 431.66904863575337
rmse when k is  1135 431.66904863575337
rmse when k is  1136 431.66904863575337
rmse when k is  1137 431.66904863575337
rmse when k is  1138 431.66904863575337
rmse when k is  1139 431.66904863575337
rmse when k is  1140 431.66904863575337
rmse when k is  1141 431.66904863575337
rmse when k is  1142 431.66904863575337
rmse when k is  1143 431.66904863575337
rmse when k is  1144 431.66904863575337
rmse when k is  1145 431.66904863575337
rmse when k is  1146 431.66904863575337
rmse when k is  1147 431.66904863575337
rmse when k is  1148 431.66904863575337
rmse when k is  1149 431.66904863575337
rmse when k is  1150 431.66904863575337
rmse when k is  1151 431.66904863575337
rmse when k is  1152 431.66904863575337
rmse when k is  1153 431.66904863575337
rmse when k is  1154 431.66904863575337
rmse when k is  1155 431.66904863575337
rmse when k is  1156 431.66904863575337
rmse when k is  1157 431.66904863575337
rmse when k is  1158 431.66904863575337
rmse when k is  1159 431.66904863575337
rmse when k is  1160 431.66904863575337
rmse when k is  1161 431.66904863575337
rmse when k is  1162 431.66904863575337
rmse when k is  1163 431.66904863575337
rmse when k is  1164 431.66904863575337
rmse when k is  1165 431.66904863575337
rmse when k is  1166 431.66904863575337
rmse when k is  1167 431.66904863575337
rmse when k is  1168 431.66904863575337
rmse when k is  1169 431.66904863575337
rmse when k is  1170 431.66904863575337
rmse when k is  1171 431.66904863575337
rmse when k is  1172 431.66904863575337
rmse when k is  1173 431.66904863575337
rmse when k is  1174 431.66904863575337
rmse when k is  1175 431.66904863575337
rmse when k is  1176 431.66904863575337
rmse when k is  1177 431.66904863575337
rmse when k is  1178 431.66904863575337
rmse when k is  1179 431.66904863575337
rmse when k is  1180 431.66904863575337
rmse when k is  1181 431.66904863575337
rmse when k is  1182 431.66904863575337
rmse when k is  1183 431.66904863575337
rmse when k is  1184 431.66904863575337
rmse when k is  1185 431.66904863575337
rmse when k is  1186 431.66904863575337
rmse when k is  1187 431.66904863575337
rmse when k is  1188 431.66904863575337
rmse when k is  1189 431.66904863575337
rmse when k is  1190 431.66904863575337
rmse when k is  1191 431.66904863575337
rmse when k is  1192 431.66904863575337
rmse when k is  1193 431.66904863575337
rmse when k is  1194 431.66904863575337
rmse when k is  1195 431.66904863575337
rmse when k is  1196 431.66904863575337
rmse when k is  1197 431.66904863575337
rmse when k is  1198 431.66904863575337
rmse when k is  1199 431.66904863575337
rmse when k is  1200 431.66904863575337
rmse when k is  1201 431.66904863575337
rmse when k is  1202 431.66904863575337
rmse when k is  1203 431.66904863575337
rmse when k is  1204 431.66904863575337
rmse when k is  1205 431.66904863575337
rmse when k is  1206 431.66904863575337
rmse when k is  1207 431.66904863575337
rmse when k is  1208 431.66904863575337
rmse when k is  1209 431.66904863575337
rmse when k is  1210 431.66904863575337
rmse when k is  1211 431.66904863575337
rmse when k is  1212 431.66904863575337
rmse when k is  1213 431.66904863575337
rmse when k is  1214 431.66904863575337
rmse when k is  1215 431.66904863575337
rmse when k is  1216 431.66904863575337
rmse when k is  1217 431.66904863575337
rmse when k is  1218 431.66904863575337
rmse when k is  1219 431.66904863575337
rmse when k is  1220 431.66904863575337
rmse when k is  1221 431.66904863575337
rmse when k is  1222 431.66904863575337
rmse when k is  1223 431.66904863575337
rmse when k is  1224 431.66904863575337
rmse when k is  1225 431.66904863575337
rmse when k is  1226 431.66904863575337
rmse when k is  1227 431.66904863575337
rmse when k is  1228 431.66904863575337
rmse when k is  1229 431.66904863575337
rmse when k is  1230 431.66904863575337
rmse when k is  1231 431.66904863575337
rmse when k is  1232 431.66904863575337
rmse when k is  1233 431.66904863575337
rmse when k is  1234 431.66904863575337
rmse when k is  1235 431.66904863575337
rmse when k is  1236 431.66904863575337
rmse when k is  1237 431.66904863575337
rmse when k is  1238 431.66904863575337
rmse when k is  1239 431.66904863575337
rmse when k is  1240 431.66904863575337
rmse when k is  1241 431.66904863575337
rmse when k is  1242 431.66904863575337
rmse when k is  1243 431.66904863575337
rmse when k is  1244 431.66904863575337
rmse when k is  1245 431.66904863575337
rmse when k is  1246 431.66904863575337
rmse when k is  1247 431.66904863575337
rmse when k is  1248 431.66904863575337
rmse when k is  1249 431.66904863575337
rmse when k is  1250 431.66904863575337
rmse when k is  1251 431.66904863575337
rmse when k is  1252 431.66904863575337
rmse when k is  1253 431.66904863575337
rmse when k is  1254 431.66904863575337
rmse when k is  1255 431.66904863575337
rmse when k is  1256 431.66904863575337
rmse when k is  1257 431.66904863575337
rmse when k is  1258 431.66904863575337
rmse when k is  1259 431.66904863575337
rmse when k is  1260 431.66904863575337
rmse when k is  1261 431.66904863575337
rmse when k is  1262 431.66904863575337
rmse when k is  1263 431.66904863575337
rmse when k is  1264 431.66904863575337
rmse when k is  1265 431.66904863575337
rmse when k is  1266 431.66904863575337
rmse when k is  1267 431.66904863575337
rmse when k is  1268 431.66904863575337
rmse when k is  1269 431.66904863575337
rmse when k is  1270 431.66904863575337
rmse when k is  1271 431.66904863575337
rmse when k is  1272 431.66904863575337
rmse when k is  1273 431.66904863575337
rmse when k is  1274 431.66904863575337
rmse when k is  1275 431.66904863575337
rmse when k is  1276 431.66904863575337
rmse when k is  1277 431.66904863575337
rmse when k is  1278 431.66904863575337
rmse when k is  1279 431.66904863575337
rmse when k is  1280 431.66904863575337
rmse when k is  1281 431.66904863575337
rmse when k is  1282 431.66904863575337
rmse when k is  1283 431.66904863575337
rmse when k is  1284 431.66904863575337
rmse when k is  1285 431.66904863575337
rmse when k is  1286 431.66904863575337
rmse when k is  1287 431.66904863575337
rmse when k is  1288 431.66904863575337
rmse when k is  1289 431.66904863575337
rmse when k is  1290 431.66904863575337
rmse when k is  1291 431.66904863575337
rmse when k is  1292 431.66904863575337
rmse when k is  1293 431.66904863575337
rmse when k is  1294 431.66904863575337
rmse when k is  1295 431.66904863575337
rmse when k is  1296 431.66904863575337
rmse when k is  1297 431.66904863575337
rmse when k is  1298 431.66904863575337
rmse when k is  1299 431.66904863575337
rmse when k is  1300 431.66904863575337
rmse when k is  1301 431.66904863575337
rmse when k is  1302 431.66904863575337
rmse when k is  1303 431.66904863575337
rmse when k is  1304 431.66904863575337
rmse when k is  1305 431.66904863575337
rmse when k is  1306 431.66904863575337
rmse when k is  1307 431.66904863575337
rmse when k is  1308 431.66904863575337
rmse when k is  1309 431.66904863575337
rmse when k is  1310 431.66904863575337
rmse when k is  1311 431.66904863575337
rmse when k is  1312 431.66904863575337
rmse when k is  1313 431.66904863575337
rmse when k is  1314 431.66904863575337
rmse when k is  1315 431.66904863575337
rmse when k is  1316 431.66904863575337
rmse when k is  1317 431.66904863575337
rmse when k is  1318 431.66904863575337
rmse when k is  1319 431.66904863575337
rmse when k is  1320 431.66904863575337
rmse when k is  1321 431.66904863575337
rmse when k is  1322 431.66904863575337
rmse when k is  1323 431.66904863575337
rmse when k is  1324 431.66904863575337
rmse when k is  1325 431.66904863575337
rmse when k is  1326 431.66904863575337
rmse when k is  1327 431.66904863575337
rmse when k is  1328 431.66904863575337
rmse when k is  1329 431.66904863575337
rmse when k is  1330 431.66904863575337
rmse when k is  1331 431.66904863575337
rmse when k is  1332 431.66904863575337
rmse when k is  1333 431.66904863575337
rmse when k is  1334 431.66904863575337
rmse when k is  1335 431.66904863575337
rmse when k is  1336 431.66904863575337
rmse when k is  1337 431.66904863575337
rmse when k is  1338 431.66904863575337
rmse when k is  1339 431.66904863575337
rmse when k is  1340 431.66904863575337
rmse when k is  1341 431.66904863575337
rmse when k is  1342 431.66904863575337
rmse when k is  1343 431.66904863575337
rmse when k is  1344 431.66904863575337
rmse when k is  1345 431.66904863575337
rmse when k is  1346 431.66904863575337
rmse when k is  1347 431.66904863575337
rmse when k is  1348 431.66904863575337
rmse when k is  1349 431.66904863575337
rmse when k is  1350 431.66904863575337
rmse when k is  1351 431.66904863575337
rmse when k is  1352 431.66904863575337
rmse when k is  1353 431.66904863575337
rmse when k is  1354 431.66904863575337
rmse when k is  1355 431.66904863575337
rmse when k is  1356 431.66904863575337
rmse when k is  1357 431.66904863575337
rmse when k is  1358 431.66904863575337
rmse when k is  1359 431.66904863575337
rmse when k is  1360 431.66904863575337
rmse when k is  1361 431.66904863575337
rmse when k is  1362 431.66904863575337
rmse when k is  1363 431.66904863575337
rmse when k is  1364 431.66904863575337
rmse when k is  1365 431.66904863575337
rmse when k is  1366 431.66904863575337
rmse when k is  1367 431.66904863575337
rmse when k is  1368 431.66904863575337
rmse when k is  1369 431.66904863575337
rmse when k is  1370 431.66904863575337
rmse when k is  1371 431.66904863575337
rmse when k is  1372 431.66904863575337
rmse when k is  1373 431.66904863575337
rmse when k is  1374 431.66904863575337
rmse when k is  1375 431.66904863575337
rmse when k is  1376 431.66904863575337
rmse when k is  1377 431.66904863575337
rmse when k is  1378 431.66904863575337
rmse when k is  1379 431.66904863575337
rmse when k is  1380 431.66904863575337
rmse when k is  1381 431.66904863575337
rmse when k is  1382 431.66904863575337
rmse when k is  1383 431.66904863575337
rmse when k is  1384 431.66904863575337
rmse when k is  1385 431.66904863575337
rmse when k is  1386 431.66904863575337
rmse when k is  1387 431.66904863575337
rmse when k is  1388 431.66904863575337
rmse when k is  1389 431.66904863575337
rmse when k is  1390 431.66904863575337
rmse when k is  1391 431.66904863575337
rmse when k is  1392 431.66904863575337
rmse when k is  1393 431.66904863575337
rmse when k is  1394 431.66904863575337
rmse when k is  1395 431.66904863575337
rmse when k is  1396 431.66904863575337
rmse when k is  1397 431.66904863575337
rmse when k is  1398 431.66904863575337
rmse when k is  1399 431.66904863575337
rmse when k is  1400 431.66904863575337
rmse when k is  1401 431.66904863575337
rmse when k is  1402 431.66904863575337
rmse when k is  1403 431.66904863575337
rmse when k is  1404 431.66904863575337
rmse when k is  1405 431.66904863575337
rmse when k is  1406 431.66904863575337
rmse when k is  1407 431.66904863575337
rmse when k is  1408 431.66904863575337
rmse when k is  1409 431.66904863575337
rmse when k is  1410 431.66904863575337
rmse when k is  1411 431.66904863575337
rmse when k is  1412 431.66904863575337
rmse when k is  1413 431.66904863575337
rmse when k is  1414 431.66904863575337
rmse when k is  1415 431.66904863575337
rmse when k is  1416 431.66904863575337
rmse when k is  1417 431.66904863575337
rmse when k is  1418 431.66904863575337
rmse when k is  1419 431.66904863575337
rmse when k is  1420 431.66904863575337
rmse when k is  1421 431.66904863575337
rmse when k is  1422 431.66904863575337
rmse when k is  1423 431.66904863575337
rmse when k is  1424 431.66904863575337
rmse when k is  1425 431.66904863575337
rmse when k is  1426 431.66904863575337
rmse when k is  1427 431.66904863575337
rmse when k is  1428 431.66904863575337
rmse when k is  1429 431.66904863575337
rmse when k is  1430 431.66904863575337
rmse when k is  1431 431.66904863575337
rmse when k is  1432 431.66904863575337
rmse when k is  1433 431.66904863575337
rmse when k is  1434 431.66904863575337
rmse when k is  1435 431.66904863575337
rmse when k is  1436 431.66904863575337
rmse when k is  1437 431.66904863575337
rmse when k is  1438 431.66904863575337
rmse when k is  1439 431.66904863575337
rmse when k is  1440 431.66904863575337
rmse when k is  1441 431.66904863575337
rmse when k is  1442 431.66904863575337
rmse when k is  1443 431.66904863575337
rmse when k is  1444 431.66904863575337
rmse when k is  1445 431.66904863575337
rmse when k is  1446 431.66904863575337
rmse when k is  1447 431.66904863575337
rmse when k is  1448 431.66904863575337
rmse when k is  1449 431.66904863575337
rmse when k is  1450 431.66904863575337
rmse when k is  1451 431.66904863575337
rmse when k is  1452 431.66904863575337
rmse when k is  1453 431.66904863575337
rmse when k is  1454 431.66904863575337
rmse when k is  1455 431.66904863575337
rmse when k is  1456 431.66904863575337
rmse when k is  1457 431.66904863575337
rmse when k is  1458 431.66904863575337
rmse when k is  1459 431.66904863575337
rmse when k is  1460 431.66904863575337
rmse when k is  1461 431.66904863575337
rmse when k is  1462 431.66904863575337
rmse when k is  1463 431.66904863575337
rmse when k is  1464 431.66904863575337
rmse when k is  1465 431.66904863575337
rmse when k is  1466 431.66904863575337
rmse when k is  1467 431.66904863575337
rmse when k is  1468 431.66904863575337
rmse when k is  1469 431.66904863575337
rmse when k is  1470 431.66904863575337
rmse when k is  1471 431.66904863575337
rmse when k is  1472 431.66904863575337
rmse when k is  1473 431.66904863575337
rmse when k is  1474 431.66904863575337
rmse when k is  1475 431.66904863575337
rmse when k is  1476 431.66904863575337
rmse when k is  1477 431.66904863575337
rmse when k is  1478 431.66904863575337
rmse when k is  1479 431.66904863575337
rmse when k is  1480 431.66904863575337
rmse when k is  1481 431.66904863575337
rmse when k is  1482 431.66904863575337
rmse when k is  1483 431.66904863575337
rmse when k is  1484 431.66904863575337
rmse when k is  1485 431.66904863575337
rmse when k is  1486 431.66904863575337
rmse when k is  1487 431.66904863575337
rmse when k is  1488 431.66904863575337
rmse when k is  1489 431.66904863575337
rmse when k is  1490 431.66904863575337
rmse when k is  1491 431.66904863575337
rmse when k is  1492 431.66904863575337
rmse when k is  1493 431.66904863575337
rmse when k is  1494 431.66904863575337
rmse when k is  1495 431.66904863575337
rmse when k is  1496 431.66904863575337
rmse when k is  1497 431.66904863575337
rmse when k is  1498 431.66904863575337
rmse when k is  1499 431.66904863575337
rmse when k is  1500 431.66904863575337
rmse when k is  1501 431.66904863575337
rmse when k is  1502 431.66904863575337
rmse when k is  1503 431.66904863575337
rmse when k is  1504 431.66904863575337
rmse when k is  1505 431.66904863575337
rmse when k is  1506 431.66904863575337
rmse when k is  1507 431.66904863575337
rmse when k is  1508 431.66904863575337
rmse when k is  1509 431.66904863575337
rmse when k is  1510 431.66904863575337
rmse when k is  1511 431.66904863575337
rmse when k is  1512 431.66904863575337
rmse when k is  1513 431.66904863575337
rmse when k is  1514 431.66904863575337
rmse when k is  1515 431.66904863575337
rmse when k is  1516 431.66904863575337
rmse when k is  1517 431.66904863575337
rmse when k is  1518 431.66904863575337
rmse when k is  1519 431.66904863575337
rmse when k is  1520 431.66904863575337
rmse when k is  1521 431.66904863575337
rmse when k is  1522 431.66904863575337
rmse when k is  1523 431.66904863575337
rmse when k is  1524 431.66904863575337
rmse when k is  1525 431.66904863575337
rmse when k is  1526 431.66904863575337
rmse when k is  1527 431.66904863575337
rmse when k is  1528 431.66904863575337
rmse when k is  1529 431.66904863575337
rmse when k is  1530 431.66904863575337
rmse when k is  1531 431.66904863575337
rmse when k is  1532 431.66904863575337
rmse when k is  1533 431.66904863575337
rmse when k is  1534 431.66904863575337
rmse when k is  1535 431.66904863575337
rmse when k is  1536 431.66904863575337
rmse when k is  1537 431.66904863575337
rmse when k is  1538 431.66904863575337
rmse when k is  1539 431.66904863575337
rmse when k is  1540 431.66904863575337
rmse when k is  1541 431.66904863575337
rmse when k is  1542 431.66904863575337
rmse when k is  1543 431.66904863575337
rmse when k is  1544 431.66904863575337
rmse when k is  1545 431.66904863575337
rmse when k is  1546 431.66904863575337
rmse when k is  1547 431.66904863575337
rmse when k is  1548 431.66904863575337
rmse when k is  1549 431.66904863575337
rmse when k is  1550 431.66904863575337
rmse when k is  1551 431.66904863575337
rmse when k is  1552 431.66904863575337
rmse when k is  1553 431.66904863575337
rmse when k is  1554 431.66904863575337
rmse when k is  1555 431.66904863575337
rmse when k is  1556 431.66904863575337
rmse when k is  1557 431.66904863575337
rmse when k is  1558 431.66904863575337
rmse when k is  1559 431.66904863575337
rmse when k is  1560 431.66904863575337
rmse when k is  1561 431.66904863575337
rmse when k is  1562 431.66904863575337
rmse when k is  1563 431.66904863575337
rmse when k is  1564 431.66904863575337
rmse when k is  1565 431.66904863575337
rmse when k is  1566 431.66904863575337
rmse when k is  1567 431.66904863575337
rmse when k is  1568 431.66904863575337
rmse when k is  1569 431.66904863575337
rmse when k is  1570 431.66904863575337
rmse when k is  1571 431.66904863575337
rmse when k is  1572 431.66904863575337
rmse when k is  1573 431.66904863575337
rmse when k is  1574 431.66904863575337
rmse when k is  1575 431.66904863575337
rmse when k is  1576 431.66904863575337
rmse when k is  1577 431.66904863575337
rmse when k is  1578 431.66904863575337
rmse when k is  1579 431.66904863575337
rmse when k is  1580 431.66904863575337
rmse when k is  1581 431.66904863575337
rmse when k is  1582 431.66904863575337
rmse when k is  1583 431.66904863575337
rmse when k is  1584 431.66904863575337
rmse when k is  1585 431.66904863575337
rmse when k is  1586 431.66904863575337
rmse when k is  1587 431.66904863575337
rmse when k is  1588 431.66904863575337
rmse when k is  1589 431.66904863575337
rmse when k is  1590 431.66904863575337
rmse when k is  1591 431.66904863575337
rmse when k is  1592 431.66904863575337
rmse when k is  1593 431.66904863575337
rmse when k is  1594 431.66904863575337
rmse when k is  1595 431.66904863575337
rmse when k is  1596 431.66904863575337
rmse when k is  1597 431.66904863575337
rmse when k is  1598 431.66904863575337
rmse when k is  1599 431.66904863575337
rmse when k is  1600 431.66904863575337
rmse when k is  1601 431.66904863575337
rmse when k is  1602 431.66904863575337
rmse when k is  1603 431.66904863575337
rmse when k is  1604 431.66904863575337
rmse when k is  1605 431.66904863575337
rmse when k is  1606 431.66904863575337
rmse when k is  1607 431.66904863575337
rmse when k is  1608 431.66904863575337
rmse when k is  1609 431.66904863575337
rmse when k is  1610 431.66904863575337
rmse when k is  1611 431.66904863575337
rmse when k is  1612 431.66904863575337
rmse when k is  1613 431.66904863575337
rmse when k is  1614 431.66904863575337
rmse when k is  1615 431.66904863575337
rmse when k is  1616 431.66904863575337
rmse when k is  1617 431.66904863575337
rmse when k is  1618 431.66904863575337
rmse when k is  1619 431.66904863575337
rmse when k is  1620 431.66904863575337
rmse when k is  1621 431.66904863575337
rmse when k is  1622 431.66904863575337
rmse when k is  1623 431.66904863575337
rmse when k is  1624 431.66904863575337
rmse when k is  1625 431.66904863575337
rmse when k is  1626 431.66904863575337
rmse when k is  1627 431.66904863575337
rmse when k is  1628 431.66904863575337
rmse when k is  1629 431.66904863575337
rmse when k is  1630 431.66904863575337
rmse when k is  1631 431.66904863575337
rmse when k is  1632 431.66904863575337
rmse when k is  1633 431.66904863575337
rmse when k is  1634 431.66904863575337
rmse when k is  1635 431.66904863575337
rmse when k is  1636 431.66904863575337
rmse when k is  1637 431.66904863575337
rmse when k is  1638 431.66904863575337
rmse when k is  1639 431.66904863575337
rmse when k is  1640 431.66904863575337
rmse when k is  1641 431.66904863575337
rmse when k is  1642 431.66904863575337
rmse when k is  1643 431.66904863575337
rmse when k is  1644 431.66904863575337
rmse when k is  1645 431.66904863575337
rmse when k is  1646 431.66904863575337
rmse when k is  1647 431.66904863575337
rmse when k is  1648 431.66904863575337
rmse when k is  1649 431.66904863575337
rmse when k is  1650 431.66904863575337
rmse when k is  1651 431.66904863575337
rmse when k is  1652 431.66904863575337
rmse when k is  1653 431.66904863575337
rmse when k is  1654 431.66904863575337
rmse when k is  1655 431.66904863575337
rmse when k is  1656 431.66904863575337
rmse when k is  1657 431.66904863575337
rmse when k is  1658 431.66904863575337
rmse when k is  1659 431.66904863575337
rmse when k is  1660 431.66904863575337
rmse when k is  1661 431.66904863575337
rmse when k is  1662 431.66904863575337
rmse when k is  1663 431.66904863575337
rmse when k is  1664 431.66904863575337
rmse when k is  1665 431.66904863575337
rmse when k is  1666 431.66904863575337
rmse when k is  1667 431.66904863575337
rmse when k is  1668 431.66904863575337
rmse when k is  1669 431.66904863575337
rmse when k is  1670 431.66904863575337
rmse when k is  1671 431.66904863575337
rmse when k is  1672 431.66904863575337
rmse when k is  1673 431.66904863575337
rmse when k is  1674 431.66904863575337
rmse when k is  1675 431.66904863575337
rmse when k is  1676 431.66904863575337
rmse when k is  1677 431.66904863575337
rmse when k is  1678 431.66904863575337
rmse when k is  1679 431.66904863575337
rmse when k is  1680 431.66904863575337
rmse when k is  1681 431.66904863575337
rmse when k is  1682 431.66904863575337
rmse when k is  1683 431.66904863575337
rmse when k is  1684 431.66904863575337
rmse when k is  1685 431.66904863575337
rmse when k is  1686 431.66904863575337
rmse when k is  1687 431.66904863575337
rmse when k is  1688 431.66904863575337
rmse when k is  1689 431.66904863575337
rmse when k is  1690 431.66904863575337
rmse when k is  1691 431.66904863575337
rmse when k is  1692 431.66904863575337
rmse when k is  1693 431.66904863575337
rmse when k is  1694 431.66904863575337
rmse when k is  1695 431.66904863575337
rmse when k is  1696 431.66904863575337
rmse when k is  1697 431.66904863575337
rmse when k is  1698 431.66904863575337
rmse when k is  1699 431.66904863575337
rmse when k is  1700 431.66904863575337
rmse when k is  1701 431.66904863575337
rmse when k is  1702 431.66904863575337
rmse when k is  1703 431.66904863575337
rmse when k is  1704 431.66904863575337
rmse when k is  1705 431.66904863575337
rmse when k is  1706 431.66904863575337
rmse when k is  1707 431.66904863575337
rmse when k is  1708 431.66904863575337
rmse when k is  1709 431.66904863575337
rmse when k is  1710 431.66904863575337
rmse when k is  1711 431.66904863575337
rmse when k is  1712 431.66904863575337
rmse when k is  1713 431.66904863575337
rmse when k is  1714 431.66904863575337
rmse when k is  1715 431.66904863575337
rmse when k is  1716 431.66904863575337
rmse when k is  1717 431.66904863575337
rmse when k is  1718 431.66904863575337
rmse when k is  1719 431.66904863575337
rmse when k is  1720 431.66904863575337
rmse when k is  1721 431.66904863575337
rmse when k is  1722 431.66904863575337
rmse when k is  1723 431.66904863575337
rmse when k is  1724 431.66904863575337
rmse when k is  1725 431.66904863575337
rmse when k is  1726 431.66904863575337
rmse when k is  1727 431.66904863575337
rmse when k is  1728 431.66904863575337
rmse when k is  1729 431.66904863575337
rmse when k is  1730 431.66904863575337
rmse when k is  1731 431.66904863575337
rmse when k is  1732 431.66904863575337
rmse when k is  1733 431.66904863575337
rmse when k is  1734 431.66904863575337
rmse when k is  1735 431.66904863575337
rmse when k is  1736 431.66904863575337
rmse when k is  1737 431.66904863575337
rmse when k is  1738 431.66904863575337
rmse when k is  1739 431.66904863575337
rmse when k is  1740 431.66904863575337
rmse when k is  1741 431.66904863575337
rmse when k is  1742 431.66904863575337
rmse when k is  1743 431.66904863575337
rmse when k is  1744 431.66904863575337
rmse when k is  1745 431.66904863575337
rmse when k is  1746 431.66904863575337
rmse when k is  1747 431.66904863575337
rmse when k is  1748 431.66904863575337
rmse when k is  1749 431.66904863575337
rmse when k is  1750 431.66904863575337
rmse when k is  1751 431.66904863575337
rmse when k is  1752 431.66904863575337
rmse when k is  1753 431.66904863575337
rmse when k is  1754 431.66904863575337
rmse when k is  1755 431.66904863575337
rmse when k is  1756 431.66904863575337
rmse when k is  1757 431.66904863575337
rmse when k is  1758 431.66904863575337
rmse when k is  1759 431.66904863575337
rmse when k is  1760 431.66904863575337
rmse when k is  1761 431.66904863575337
rmse when k is  1762 431.66904863575337
rmse when k is  1763 431.66904863575337
rmse when k is  1764 431.66904863575337
rmse when k is  1765 431.66904863575337
rmse when k is  1766 431.66904863575337
rmse when k is  1767 431.66904863575337
rmse when k is  1768 431.66904863575337
rmse when k is  1769 431.66904863575337
rmse when k is  1770 431.66904863575337
rmse when k is  1771 431.66904863575337
rmse when k is  1772 431.66904863575337
rmse when k is  1773 431.66904863575337
rmse when k is  1774 431.66904863575337
rmse when k is  1775 431.66904863575337
rmse when k is  1776 431.66904863575337
rmse when k is  1777 431.66904863575337
rmse when k is  1778 431.66904863575337
rmse when k is  1779 431.66904863575337
rmse when k is  1780 431.66904863575337
rmse when k is  1781 431.66904863575337
rmse when k is  1782 431.66904863575337
rmse when k is  1783 431.66904863575337
rmse when k is  1784 431.66904863575337
rmse when k is  1785 431.66904863575337
rmse when k is  1786 431.66904863575337
rmse when k is  1787 431.66904863575337
rmse when k is  1788 431.66904863575337
rmse when k is  1789 431.66904863575337
rmse when k is  1790 431.66904863575337
rmse when k is  1791 431.66904863575337
rmse when k is  1792 431.66904863575337
rmse when k is  1793 431.66904863575337
rmse when k is  1794 431.66904863575337
rmse when k is  1795 431.66904863575337
rmse when k is  1796 431.66904863575337
rmse when k is  1797 431.66904863575337
rmse when k is  1798 431.66904863575337
rmse when k is  1799 431.66904863575337
rmse when k is  1800 431.66904863575337
rmse when k is  1801 431.66904863575337
rmse when k is  1802 431.66904863575337
rmse when k is  1803 431.66904863575337
rmse when k is  1804 431.66904863575337
rmse when k is  1805 431.66904863575337
rmse when k is  1806 431.66904863575337
rmse when k is  1807 431.66904863575337
rmse when k is  1808 431.66904863575337
rmse when k is  1809 431.66904863575337
rmse when k is  1810 431.66904863575337
rmse when k is  1811 431.66904863575337
rmse when k is  1812 431.66904863575337
rmse when k is  1813 431.66904863575337
rmse when k is  1814 431.66904863575337
rmse when k is  1815 431.66904863575337
rmse when k is  1816 431.66904863575337
rmse when k is  1817 431.66904863575337
rmse when k is  1818 431.66904863575337
rmse when k is  1819 431.66904863575337
rmse when k is  1820 431.66904863575337
rmse when k is  1821 431.66904863575337
rmse when k is  1822 431.66904863575337
rmse when k is  1823 431.66904863575337
rmse when k is  1824 431.66904863575337
rmse when k is  1825 431.66904863575337
rmse when k is  1826 431.66904863575337
rmse when k is  1827 431.66904863575337
rmse when k is  1828 431.66904863575337
rmse when k is  1829 431.66904863575337
rmse when k is  1830 431.66904863575337
rmse when k is  1831 431.66904863575337
rmse when k is  1832 431.66904863575337
rmse when k is  1833 431.66904863575337
rmse when k is  1834 431.66904863575337
rmse when k is  1835 431.66904863575337
rmse when k is  1836 431.66904863575337
rmse when k is  1837 431.66904863575337
rmse when k is  1838 431.66904863575337
rmse when k is  1839 431.66904863575337
rmse when k is  1840 431.66904863575337
rmse when k is  1841 431.66904863575337
rmse when k is  1842 431.66904863575337
rmse when k is  1843 431.66904863575337
rmse when k is  1844 431.66904863575337
rmse when k is  1845 431.66904863575337
rmse when k is  1846 431.66904863575337
rmse when k is  1847 431.66904863575337
rmse when k is  1848 431.66904863575337
rmse when k is  1849 431.66904863575337
rmse when k is  1850 431.66904863575337
rmse when k is  1851 431.66904863575337
rmse when k is  1852 431.66904863575337
rmse when k is  1853 431.66904863575337
rmse when k is  1854 431.66904863575337
rmse when k is  1855 431.66904863575337
rmse when k is  1856 431.66904863575337
rmse when k is  1857 431.66904863575337
rmse when k is  1858 431.66904863575337
rmse when k is  1859 431.66904863575337
rmse when k is  1860 431.66904863575337
rmse when k is  1861 431.66904863575337
rmse when k is  1862 431.66904863575337
rmse when k is  1863 431.66904863575337
rmse when k is  1864 431.66904863575337
rmse when k is  1865 431.66904863575337
rmse when k is  1866 431.66904863575337
rmse when k is  1867 431.66904863575337
rmse when k is  1868 431.66904863575337
rmse when k is  1869 431.66904863575337
rmse when k is  1870 431.66904863575337
rmse when k is  1871 431.66904863575337
rmse when k is  1872 431.66904863575337
rmse when k is  1873 431.66904863575337
rmse when k is  1874 431.66904863575337
rmse when k is  1875 431.66904863575337
rmse when k is  1876 431.66904863575337
rmse when k is  1877 431.66904863575337
rmse when k is  1878 431.66904863575337
rmse when k is  1879 431.66904863575337
rmse when k is  1880 431.66904863575337
rmse when k is  1881 431.66904863575337
rmse when k is  1882 431.66904863575337
rmse when k is  1883 431.66904863575337
rmse when k is  1884 431.66904863575337
rmse when k is  1885 431.66904863575337
rmse when k is  1886 431.66904863575337
rmse when k is  1887 431.66904863575337
rmse when k is  1888 431.66904863575337
rmse when k is  1889 431.66904863575337
rmse when k is  1890 431.66904863575337
rmse when k is  1891 431.66904863575337
rmse when k is  1892 431.66904863575337
rmse when k is  1893 431.66904863575337
rmse when k is  1894 431.66904863575337
rmse when k is  1895 431.66904863575337
rmse when k is  1896 431.66904863575337
rmse when k is  1897 431.66904863575337
rmse when k is  1898 431.66904863575337
rmse when k is  1899 431.66904863575337
rmse when k is  1900 431.66904863575337
rmse when k is  1901 431.66904863575337
rmse when k is  1902 431.66904863575337
rmse when k is  1903 431.66904863575337
rmse when k is  1904 431.66904863575337
rmse when k is  1905 431.66904863575337
rmse when k is  1906 431.66904863575337
rmse when k is  1907 431.66904863575337
rmse when k is  1908 431.66904863575337
rmse when k is  1909 431.66904863575337
rmse when k is  1910 431.66904863575337
rmse when k is  1911 431.66904863575337
rmse when k is  1912 431.66904863575337
rmse when k is  1913 431.66904863575337
rmse when k is  1914 431.66904863575337
rmse when k is  1915 431.66904863575337
rmse when k is  1916 431.66904863575337
rmse when k is  1917 431.66904863575337
rmse when k is  1918 431.66904863575337
rmse when k is  1919 431.66904863575337
rmse when k is  1920 431.66904863575337
rmse when k is  1921 431.66904863575337
rmse when k is  1922 431.66904863575337
rmse when k is  1923 431.66904863575337
rmse when k is  1924 431.66904863575337
rmse when k is  1925 431.66904863575337
rmse when k is  1926 431.66904863575337
rmse when k is  1927 431.66904863575337
rmse when k is  1928 431.66904863575337
rmse when k is  1929 431.66904863575337
rmse when k is  1930 431.66904863575337
rmse when k is  1931 431.66904863575337
rmse when k is  1932 431.66904863575337
rmse when k is  1933 431.66904863575337
rmse when k is  1934 431.66904863575337
rmse when k is  1935 431.66904863575337
rmse when k is  1936 431.66904863575337
rmse when k is  1937 431.66904863575337
rmse when k is  1938 431.66904863575337
rmse when k is  1939 431.66904863575337
rmse when k is  1940 431.66904863575337
rmse when k is  1941 431.66904863575337
rmse when k is  1942 431.66904863575337
rmse when k is  1943 431.66904863575337
rmse when k is  1944 431.66904863575337
rmse when k is  1945 431.66904863575337
rmse when k is  1946 431.66904863575337
rmse when k is  1947 431.66904863575337
rmse when k is  1948 431.66904863575337
rmse when k is  1949 431.66904863575337
rmse when k is  1950 431.66904863575337
rmse when k is  1951 431.66904863575337
rmse when k is  1952 431.66904863575337
rmse when k is  1953 431.66904863575337
rmse when k is  1954 431.66904863575337
rmse when k is  1955 431.66904863575337
rmse when k is  1956 431.66904863575337
rmse when k is  1957 431.66904863575337
rmse when k is  1958 431.66904863575337
rmse when k is  1959 431.66904863575337
rmse when k is  1960 431.66904863575337
rmse when k is  1961 431.66904863575337
rmse when k is  1962 431.66904863575337
rmse when k is  1963 431.66904863575337
rmse when k is  1964 431.66904863575337
rmse when k is  1965 431.66904863575337
rmse when k is  1966 431.66904863575337
rmse when k is  1967 431.66904863575337
rmse when k is  1968 431.66904863575337
rmse when k is  1969 431.66904863575337
rmse when k is  1970 431.66904863575337
rmse when k is  1971 431.66904863575337
rmse when k is  1972 431.66904863575337
rmse when k is  1973 431.66904863575337
rmse when k is  1974 431.66904863575337
rmse when k is  1975 431.66904863575337
rmse when k is  1976 431.66904863575337
rmse when k is  1977 431.66904863575337
rmse when k is  1978 431.66904863575337
rmse when k is  1979 431.66904863575337
rmse when k is  1980 431.66904863575337
rmse when k is  1981 431.66904863575337
rmse when k is  1982 431.66904863575337
rmse when k is  1983 431.66904863575337
rmse when k is  1984 431.66904863575337
rmse when k is  1985 431.66904863575337
rmse when k is  1986 431.66904863575337
rmse when k is  1987 431.66904863575337
rmse when k is  1988 431.66904863575337
rmse when k is  1989 431.66904863575337
rmse when k is  1990 431.66904863575337
rmse when k is  1991 431.66904863575337
rmse when k is  1992 431.66904863575337
rmse when k is  1993 431.66904863575337
rmse when k is  1994 431.66904863575337
rmse when k is  1995 431.66904863575337
rmse when k is  1996 431.66904863575337
rmse when k is  1997 431.66904863575337
rmse when k is  1998 431.66904863575337
rmse when k is  1999 431.66904863575337
rmse when k is  2000 431.66904863575337
rmse when k is  2001 431.66904863575337
rmse when k is  2002 431.66904863575337
rmse when k is  2003 431.66904863575337
rmse when k is  2004 431.66904863575337
rmse when k is  2005 431.66904863575337
rmse when k is  2006 431.66904863575337
rmse when k is  2007 431.66904863575337
rmse when k is  2008 431.66904863575337
rmse when k is  2009 431.66904863575337
rmse when k is  2010 431.66904863575337
rmse when k is  2011 431.66904863575337
rmse when k is  2012 431.66904863575337
rmse when k is  2013 431.66904863575337
rmse when k is  2014 431.66904863575337
rmse when k is  2015 431.66904863575337
rmse when k is  2016 431.66904863575337
rmse when k is  2017 431.66904863575337
rmse when k is  2018 431.66904863575337
rmse when k is  2019 431.66904863575337
rmse when k is  2020 431.66904863575337
rmse when k is  2021 431.66904863575337
rmse when k is  2022 431.66904863575337
rmse when k is  2023 431.66904863575337
rmse when k is  2024 431.66904863575337
rmse when k is  2025 431.66904863575337
rmse when k is  2026 431.66904863575337
rmse when k is  2027 431.66904863575337
rmse when k is  2028 431.66904863575337
rmse when k is  2029 431.66904863575337
rmse when k is  2030 431.66904863575337
rmse when k is  2031 431.66904863575337
rmse when k is  2032 431.66904863575337
rmse when k is  2033 431.66904863575337
rmse when k is  2034 431.66904863575337
rmse when k is  2035 431.66904863575337
rmse when k is  2036 431.66904863575337
rmse when k is  2037 431.66904863575337
rmse when k is  2038 431.66904863575337
rmse when k is  2039 431.66904863575337
rmse when k is  2040 431.66904863575337
rmse when k is  2041 431.66904863575337
rmse when k is  2042 431.66904863575337
rmse when k is  2043 431.66904863575337
rmse when k is  2044 431.66904863575337
rmse when k is  2045 431.66904863575337
rmse when k is  2046 431.66904863575337
rmse when k is  2047 431.66904863575337
rmse when k is  2048 431.66904863575337
rmse when k is  2049 431.66904863575337
rmse when k is  2050 431.66904863575337
rmse when k is  2051 431.66904863575337
rmse when k is  2052 431.66904863575337
rmse when k is  2053 431.66904863575337
rmse when k is  2054 431.66904863575337
rmse when k is  2055 431.66904863575337
rmse when k is  2056 431.66904863575337
rmse when k is  2057 431.66904863575337
rmse when k is  2058 431.66904863575337
rmse when k is  2059 431.66904863575337
rmse when k is  2060 431.66904863575337
rmse when k is  2061 431.66904863575337
rmse when k is  2062 431.66904863575337
rmse when k is  2063 431.66904863575337
rmse when k is  2064 431.66904863575337
rmse when k is  2065 431.66904863575337
rmse when k is  2066 431.66904863575337
rmse when k is  2067 431.66904863575337
rmse when k is  2068 431.66904863575337
rmse when k is  2069 431.66904863575337
rmse when k is  2070 431.66904863575337
rmse when k is  2071 431.66904863575337
rmse when k is  2072 431.66904863575337
rmse when k is  2073 431.66904863575337
rmse when k is  2074 431.66904863575337
rmse when k is  2075 431.66904863575337
rmse when k is  2076 431.66904863575337
rmse when k is  2077 431.66904863575337
rmse when k is  2078 431.66904863575337
rmse when k is  2079 431.66904863575337
rmse when k is  2080 431.66904863575337
rmse when k is  2081 431.66904863575337
rmse when k is  2082 431.66904863575337
rmse when k is  2083 431.66904863575337
rmse when k is  2084 431.66904863575337
rmse when k is  2085 431.66904863575337
rmse when k is  2086 431.66904863575337
rmse when k is  2087 431.66904863575337
rmse when k is  2088 431.66904863575337
rmse when k is  2089 431.66904863575337
rmse when k is  2090 431.66904863575337
rmse when k is  2091 431.66904863575337
rmse when k is  2092 431.66904863575337
rmse when k is  2093 431.66904863575337
rmse when k is  2094 431.66904863575337
rmse when k is  2095 431.66904863575337
rmse when k is  2096 431.66904863575337
rmse when k is  2097 431.66904863575337
rmse when k is  2098 431.66904863575337
rmse when k is  2099 431.66904863575337
rmse when k is  2100 431.66904863575337
rmse when k is  2101 431.66904863575337
rmse when k is  2102 431.66904863575337
rmse when k is  2103 431.66904863575337
rmse when k is  2104 431.66904863575337
rmse when k is  2105 431.66904863575337
rmse when k is  2106 431.66904863575337
rmse when k is  2107 431.66904863575337
rmse when k is  2108 431.66904863575337
rmse when k is  2109 431.66904863575337
rmse when k is  2110 431.66904863575337
rmse when k is  2111 431.66904863575337
rmse when k is  2112 431.66904863575337
rmse when k is  2113 431.66904863575337
rmse when k is  2114 431.66904863575337
rmse when k is  2115 431.66904863575337
rmse when k is  2116 431.66904863575337
rmse when k is  2117 431.66904863575337
rmse when k is  2118 431.66904863575337
rmse when k is  2119 431.66904863575337
rmse when k is  2120 431.66904863575337
rmse when k is  2121 431.66904863575337
rmse when k is  2122 431.66904863575337
rmse when k is  2123 431.66904863575337
rmse when k is  2124 431.66904863575337
rmse when k is  2125 431.66904863575337
rmse when k is  2126 431.66904863575337
rmse when k is  2127 431.66904863575337
rmse when k is  2128 431.66904863575337
rmse when k is  2129 431.66904863575337
rmse when k is  2130 431.66904863575337
rmse when k is  2131 431.66904863575337
rmse when k is  2132 431.66904863575337
rmse when k is  2133 431.66904863575337
rmse when k is  2134 431.66904863575337
rmse when k is  2135 431.66904863575337
rmse when k is  2136 431.66904863575337
rmse when k is  2137 431.66904863575337
rmse when k is  2138 431.66904863575337
rmse when k is  2139 431.66904863575337
rmse when k is  2140 431.66904863575337
rmse when k is  2141 431.66904863575337
rmse when k is  2142 431.66904863575337
rmse when k is  2143 431.66904863575337
rmse when k is  2144 431.66904863575337
rmse when k is  2145 431.66904863575337
rmse when k is  2146 431.66904863575337
rmse when k is  2147 431.66904863575337
rmse when k is  2148 431.66904863575337
rmse when k is  2149 431.66904863575337
rmse when k is  2150 431.66904863575337
rmse when k is  2151 431.66904863575337
rmse when k is  2152 431.66904863575337
rmse when k is  2153 431.66904863575337
rmse when k is  2154 431.66904863575337
rmse when k is  2155 431.66904863575337
rmse when k is  2156 431.66904863575337
rmse when k is  2157 431.66904863575337
rmse when k is  2158 431.66904863575337
rmse when k is  2159 431.66904863575337
rmse when k is  2160 431.66904863575337
rmse when k is  2161 431.66904863575337
rmse when k is  2162 431.66904863575337
rmse when k is  2163 431.66904863575337
rmse when k is  2164 431.66904863575337
rmse when k is  2165 431.66904863575337
rmse when k is  2166 431.66904863575337
rmse when k is  2167 431.66904863575337
rmse when k is  2168 431.66904863575337
rmse when k is  2169 431.66904863575337
rmse when k is  2170 431.66904863575337
rmse when k is  2171 431.66904863575337
rmse when k is  2172 431.66904863575337
rmse when k is  2173 431.66904863575337
rmse when k is  2174 431.66904863575337
rmse when k is  2175 431.66904863575337
rmse when k is  2176 431.66904863575337
rmse when k is  2177 431.66904863575337
rmse when k is  2178 431.66904863575337
rmse when k is  2179 431.66904863575337
rmse when k is  2180 431.66904863575337
rmse when k is  2181 431.66904863575337
rmse when k is  2182 431.66904863575337
rmse when k is  2183 431.66904863575337
rmse when k is  2184 431.66904863575337
rmse when k is  2185 431.66904863575337
rmse when k is  2186 431.66904863575337
rmse when k is  2187 431.66904863575337
rmse when k is  2188 431.66904863575337
rmse when k is  2189 431.66904863575337
rmse when k is  2190 431.66904863575337
rmse when k is  2191 431.66904863575337
rmse when k is  2192 431.66904863575337
rmse when k is  2193 431.66904863575337
rmse when k is  2194 431.66904863575337
rmse when k is  2195 431.66904863575337
rmse when k is  2196 431.66904863575337
rmse when k is  2197 431.66904863575337
rmse when k is  2198 431.66904863575337
rmse when k is  2199 431.66904863575337
rmse when k is  2200 431.66904863575337
rmse when k is  2201 431.66904863575337
rmse when k is  2202 431.66904863575337
rmse when k is  2203 431.66904863575337
rmse when k is  2204 431.66904863575337
rmse when k is  2205 431.66904863575337
rmse when k is  2206 431.66904863575337
rmse when k is  2207 431.66904863575337
rmse when k is  2208 431.66904863575337
rmse when k is  2209 431.66904863575337
rmse when k is  2210 431.66904863575337
rmse when k is  2211 431.66904863575337
rmse when k is  2212 431.66904863575337
rmse when k is  2213 431.66904863575337
rmse when k is  2214 431.66904863575337
rmse when k is  2215 431.66904863575337
rmse when k is  2216 431.66904863575337
rmse when k is  2217 431.66904863575337
rmse when k is  2218 431.66904863575337
rmse when k is  2219 431.66904863575337
rmse when k is  2220 431.66904863575337
rmse when k is  2221 431.66904863575337
rmse when k is  2222 431.66904863575337
rmse when k is  2223 431.66904863575337
rmse when k is  2224 431.66904863575337
rmse when k is  2225 431.66904863575337
rmse when k is  2226 431.66904863575337
rmse when k is  2227 431.66904863575337
rmse when k is  2228 431.66904863575337
rmse when k is  2229 431.66904863575337
rmse when k is  2230 431.66904863575337
rmse when k is  2231 431.66904863575337
rmse when k is  2232 431.66904863575337
rmse when k is  2233 431.66904863575337
rmse when k is  2234 431.66904863575337
rmse when k is  2235 431.66904863575337
rmse when k is  2236 431.66904863575337
rmse when k is  2237 431.66904863575337
rmse when k is  2238 431.66904863575337
rmse when k is  2239 431.66904863575337
rmse when k is  2240 431.66904863575337
rmse when k is  2241 431.66904863575337
rmse when k is  2242 431.66904863575337
rmse when k is  2243 431.66904863575337
rmse when k is  2244 431.66904863575337
rmse when k is  2245 431.66904863575337
rmse when k is  2246 431.66904863575337
rmse when k is  2247 431.66904863575337
rmse when k is  2248 431.66904863575337
rmse when k is  2249 431.66904863575337
rmse when k is  2250 431.66904863575337
rmse when k is  2251 431.66904863575337
rmse when k is  2252 431.66904863575337
rmse when k is  2253 431.66904863575337
rmse when k is  2254 431.66904863575337
rmse when k is  2255 431.66904863575337
rmse when k is  2256 431.66904863575337
rmse when k is  2257 431.66904863575337
rmse when k is  2258 431.66904863575337
rmse when k is  2259 431.66904863575337
rmse when k is  2260 431.66904863575337
rmse when k is  2261 431.66904863575337
rmse when k is  2262 431.66904863575337
rmse when k is  2263 431.66904863575337
rmse when k is  2264 431.66904863575337
rmse when k is  2265 431.66904863575337
rmse when k is  2266 431.66904863575337
rmse when k is  2267 431.66904863575337
rmse when k is  2268 431.66904863575337
rmse when k is  2269 431.66904863575337
rmse when k is  2270 431.66904863575337
rmse when k is  2271 431.66904863575337
rmse when k is  2272 431.66904863575337
rmse when k is  2273 431.66904863575337
rmse when k is  2274 431.66904863575337
rmse when k is  2275 431.66904863575337
rmse when k is  2276 431.66904863575337
rmse when k is  2277 431.66904863575337
rmse when k is  2278 431.66904863575337
rmse when k is  2279 431.66904863575337
rmse when k is  2280 431.66904863575337
rmse when k is  2281 431.66904863575337
rmse when k is  2282 431.66904863575337
rmse when k is  2283 431.66904863575337
rmse when k is  2284 431.66904863575337
rmse when k is  2285 431.66904863575337
rmse when k is  2286 431.66904863575337
rmse when k is  2287 431.66904863575337
rmse when k is  2288 431.66904863575337
rmse when k is  2289 431.66904863575337
rmse when k is  2290 431.66904863575337
rmse when k is  2291 431.66904863575337
rmse when k is  2292 431.66904863575337
rmse when k is  2293 431.66904863575337
rmse when k is  2294 431.66904863575337
rmse when k is  2295 431.66904863575337
rmse when k is  2296 431.66904863575337
rmse when k is  2297 431.66904863575337
rmse when k is  2298 431.66904863575337
rmse when k is  2299 431.66904863575337
rmse when k is  2300 431.66904863575337
rmse when k is  2301 431.66904863575337
rmse when k is  2302 431.66904863575337
rmse when k is  2303 431.66904863575337
rmse when k is  2304 431.66904863575337
rmse when k is  2305 431.66904863575337
rmse when k is  2306 431.66904863575337
rmse when k is  2307 431.66904863575337
rmse when k is  2308 431.66904863575337
rmse when k is  2309 431.66904863575337
rmse when k is  2310 431.66904863575337
rmse when k is  2311 431.66904863575337
rmse when k is  2312 431.66904863575337
rmse when k is  2313 431.66904863575337
rmse when k is  2314 431.66904863575337
rmse when k is  2315 431.66904863575337
rmse when k is  2316 431.66904863575337
rmse when k is  2317 431.66904863575337
rmse when k is  2318 431.66904863575337
rmse when k is  2319 431.66904863575337
rmse when k is  2320 431.66904863575337
rmse when k is  2321 431.66904863575337
rmse when k is  2322 431.66904863575337
rmse when k is  2323 431.66904863575337
rmse when k is  2324 431.66904863575337
rmse when k is  2325 431.66904863575337
rmse when k is  2326 431.66904863575337
rmse when k is  2327 431.66904863575337
rmse when k is  2328 431.66904863575337
rmse when k is  2329 431.66904863575337
rmse when k is  2330 431.66904863575337
rmse when k is  2331 431.66904863575337
rmse when k is  2332 431.66904863575337
rmse when k is  2333 431.66904863575337
rmse when k is  2334 431.66904863575337
rmse when k is  2335 431.66904863575337
rmse when k is  2336 431.66904863575337
rmse when k is  2337 431.66904863575337
rmse when k is  2338 431.66904863575337
rmse when k is  2339 431.66904863575337
rmse when k is  2340 431.66904863575337
rmse when k is  2341 431.66904863575337
rmse when k is  2342 431.66904863575337
rmse when k is  2343 431.66904863575337
rmse when k is  2344 431.66904863575337
rmse when k is  2345 431.66904863575337
rmse when k is  2346 431.66904863575337
rmse when k is  2347 431.66904863575337
rmse when k is  2348 431.66904863575337
rmse when k is  2349 431.66904863575337
rmse when k is  2350 431.66904863575337
rmse when k is  2351 431.66904863575337
rmse when k is  2352 431.66904863575337
rmse when k is  2353 431.66904863575337
rmse when k is  2354 431.66904863575337
rmse when k is  2355 431.66904863575337
rmse when k is  2356 431.66904863575337
rmse when k is  2357 431.66904863575337
rmse when k is  2358 431.66904863575337
rmse when k is  2359 431.66904863575337
rmse when k is  2360 431.66904863575337
rmse when k is  2361 431.66904863575337
rmse when k is  2362 431.66904863575337
rmse when k is  2363 431.66904863575337
rmse when k is  2364 431.66904863575337
rmse when k is  2365 431.66904863575337
rmse when k is  2366 431.66904863575337
rmse when k is  2367 431.66904863575337
rmse when k is  2368 431.66904863575337
rmse when k is  2369 431.66904863575337
rmse when k is  2370 431.66904863575337
rmse when k is  2371 431.66904863575337
rmse when k is  2372 431.66904863575337
rmse when k is  2373 431.66904863575337
rmse when k is  2374 431.66904863575337
rmse when k is  2375 431.66904863575337
rmse when k is  2376 431.66904863575337
rmse when k is  2377 431.66904863575337
rmse when k is  2378 431.66904863575337
rmse when k is  2379 431.66904863575337
rmse when k is  2380 431.66904863575337
rmse when k is  2381 431.66904863575337
rmse when k is  2382 431.66904863575337
rmse when k is  2383 431.66904863575337
rmse when k is  2384 431.66904863575337
rmse when k is  2385 431.66904863575337
rmse when k is  2386 431.66904863575337
rmse when k is  2387 431.66904863575337
rmse when k is  2388 431.66904863575337
rmse when k is  2389 431.66904863575337
rmse when k is  2390 431.66904863575337
rmse when k is  2391 431.66904863575337
rmse when k is  2392 431.66904863575337
rmse when k is  2393 431.66904863575337
rmse when k is  2394 431.66904863575337
rmse when k is  2395 431.66904863575337
rmse when k is  2396 431.66904863575337
rmse when k is  2397 431.66904863575337
rmse when k is  2398 431.66904863575337
rmse when k is  2399 431.66904863575337
rmse when k is  2400 431.66904863575337
rmse when k is  2401 431.66904863575337
rmse when k is  2402 431.66904863575337
rmse when k is  2403 431.66904863575337
rmse when k is  2404 431.66904863575337
rmse when k is  2405 431.66904863575337
rmse when k is  2406 431.66904863575337
rmse when k is  2407 431.66904863575337
rmse when k is  2408 431.66904863575337
rmse when k is  2409 431.66904863575337
rmse when k is  2410 431.66904863575337
rmse when k is  2411 431.66904863575337
rmse when k is  2412 431.66904863575337
rmse when k is  2413 431.66904863575337
rmse when k is  2414 431.66904863575337
rmse when k is  2415 431.66904863575337
rmse when k is  2416 431.66904863575337
rmse when k is  2417 431.66904863575337
rmse when k is  2418 431.66904863575337
rmse when k is  2419 431.66904863575337
rmse when k is  2420 431.66904863575337
rmse when k is  2421 431.66904863575337
rmse when k is  2422 431.66904863575337
rmse when k is  2423 431.66904863575337
rmse when k is  2424 431.66904863575337
rmse when k is  2425 431.66904863575337
rmse when k is  2426 431.66904863575337
rmse when k is  2427 431.66904863575337
rmse when k is  2428 431.66904863575337
rmse when k is  2429 431.66904863575337
rmse when k is  2430 431.66904863575337
rmse when k is  2431 431.66904863575337
rmse when k is  2432 431.66904863575337
rmse when k is  2433 431.66904863575337
rmse when k is  2434 431.66904863575337
rmse when k is  2435 431.66904863575337
rmse when k is  2436 431.66904863575337
rmse when k is  2437 431.66904863575337
rmse when k is  2438 431.66904863575337
rmse when k is  2439 431.66904863575337
rmse when k is  2440 431.66904863575337
rmse when k is  2441 431.66904863575337
rmse when k is  2442 431.66904863575337
rmse when k is  2443 431.66904863575337
rmse when k is  2444 431.66904863575337
rmse when k is  2445 431.66904863575337
rmse when k is  2446 431.66904863575337
rmse when k is  2447 431.66904863575337
rmse when k is  2448 431.66904863575337
rmse when k is  2449 431.66904863575337
rmse when k is  2450 431.66904863575337
rmse when k is  2451 431.66904863575337
rmse when k is  2452 431.66904863575337
rmse when k is  2453 431.66904863575337
rmse when k is  2454 431.66904863575337
rmse when k is  2455 431.66904863575337
rmse when k is  2456 431.66904863575337
rmse when k is  2457 431.66904863575337
rmse when k is  2458 431.66904863575337
rmse when k is  2459 431.66904863575337
rmse when k is  2460 431.66904863575337
rmse when k is  2461 431.66904863575337
rmse when k is  2462 431.66904863575337
rmse when k is  2463 431.66904863575337
rmse when k is  2464 431.66904863575337
rmse when k is  2465 431.66904863575337
rmse when k is  2466 431.66904863575337
rmse when k is  2467 431.66904863575337
rmse when k is  2468 431.66904863575337
rmse when k is  2469 431.66904863575337
rmse when k is  2470 431.66904863575337
rmse when k is  2471 431.66904863575337
rmse when k is  2472 431.66904863575337
rmse when k is  2473 431.66904863575337
rmse when k is  2474 431.66904863575337
rmse when k is  2475 431.66904863575337
rmse when k is  2476 431.66904863575337
rmse when k is  2477 431.66904863575337
rmse when k is  2478 431.66904863575337
rmse when k is  2479 431.66904863575337
rmse when k is  2480 431.66904863575337
rmse when k is  2481 431.66904863575337
rmse when k is  2482 431.66904863575337
rmse when k is  2483 431.66904863575337
rmse when k is  2484 431.66904863575337
rmse when k is  2485 431.66904863575337
rmse when k is  2486 431.66904863575337
rmse when k is  2487 431.66904863575337
rmse when k is  2488 431.66904863575337
rmse when k is  2489 431.66904863575337
rmse when k is  2490 431.66904863575337
rmse when k is  2491 431.66904863575337
rmse when k is  2492 431.66904863575337
rmse when k is  2493 431.66904863575337
rmse when k is  2494 431.66904863575337
rmse when k is  2495 431.66904863575337
rmse when k is  2496 431.66904863575337
rmse when k is  2497 431.66904863575337
rmse when k is  2498 431.66904863575337
rmse when k is  2499 431.66904863575337
rmse when k is  2500 431.66904863575337
rmse when k is  2501 431.66904863575337
rmse when k is  2502 431.66904863575337
rmse when k is  2503 431.66904863575337
rmse when k is  2504 431.66904863575337
rmse when k is  2505 431.66904863575337
rmse when k is  2506 431.66904863575337
rmse when k is  2507 431.66904863575337
rmse when k is  2508 431.66904863575337
rmse when k is  2509 431.66904863575337
rmse when k is  2510 431.66904863575337
rmse when k is  2511 431.66904863575337
rmse when k is  2512 431.66904863575337
rmse when k is  2513 431.66904863575337
rmse when k is  2514 431.66904863575337
rmse when k is  2515 431.66904863575337
rmse when k is  2516 431.66904863575337
rmse when k is  2517 431.66904863575337
rmse when k is  2518 431.66904863575337
rmse when k is  2519 431.66904863575337
rmse when k is  2520 431.66904863575337
rmse when k is  2521 431.66904863575337
rmse when k is  2522 431.66904863575337
rmse when k is  2523 431.66904863575337
rmse when k is  2524 431.66904863575337
rmse when k is  2525 431.66904863575337
rmse when k is  2526 431.66904863575337
rmse when k is  2527 431.66904863575337
rmse when k is  2528 431.66904863575337
rmse when k is  2529 431.66904863575337
rmse when k is  2530 431.66904863575337
rmse when k is  2531 431.66904863575337
rmse when k is  2532 431.66904863575337
rmse when k is  2533 431.66904863575337
rmse when k is  2534 431.66904863575337
rmse when k is  2535 431.66904863575337
rmse when k is  2536 431.66904863575337
rmse when k is  2537 431.66904863575337
rmse when k is  2538 431.66904863575337
rmse when k is  2539 431.66904863575337
rmse when k is  2540 431.66904863575337
rmse when k is  2541 431.66904863575337
rmse when k is  2542 431.66904863575337
rmse when k is  2543 431.66904863575337
rmse when k is  2544 431.66904863575337
rmse when k is  2545 431.66904863575337
rmse when k is  2546 431.66904863575337
rmse when k is  2547 431.66904863575337
rmse when k is  2548 431.66904863575337
rmse when k is  2549 431.66904863575337
rmse when k is  2550 431.66904863575337
rmse when k is  2551 431.66904863575337
rmse when k is  2552 431.66904863575337
rmse when k is  2553 431.66904863575337
rmse when k is  2554 431.66904863575337
rmse when k is  2555 431.66904863575337
rmse when k is  2556 431.66904863575337
rmse when k is  2557 431.66904863575337
rmse when k is  2558 431.66904863575337
rmse when k is  2559 431.66904863575337
rmse when k is  2560 431.66904863575337
rmse when k is  2561 431.66904863575337
rmse when k is  2562 431.66904863575337
rmse when k is  2563 431.66904863575337
rmse when k is  2564 431.66904863575337
rmse when k is  2565 431.66904863575337
rmse when k is  2566 431.66904863575337
rmse when k is  2567 431.66904863575337
rmse when k is  2568 431.66904863575337
rmse when k is  2569 431.66904863575337
rmse when k is  2570 431.66904863575337
rmse when k is  2571 431.66904863575337
rmse when k is  2572 431.66904863575337
rmse when k is  2573 431.66904863575337
rmse when k is  2574 431.66904863575337
rmse when k is  2575 431.66904863575337
rmse when k is  2576 431.66904863575337
rmse when k is  2577 431.66904863575337
rmse when k is  2578 431.66904863575337
rmse when k is  2579 431.66904863575337
rmse when k is  2580 431.66904863575337
rmse when k is  2581 431.66904863575337
rmse when k is  2582 431.66904863575337
rmse when k is  2583 431.66904863575337
rmse when k is  2584 431.66904863575337
rmse when k is  2585 431.66904863575337
rmse when k is  2586 431.66904863575337
rmse when k is  2587 431.66904863575337
rmse when k is  2588 431.66904863575337
rmse when k is  2589 431.66904863575337
rmse when k is  2590 431.66904863575337
rmse when k is  2591 431.66904863575337
rmse when k is  2592 431.66904863575337
rmse when k is  2593 431.66904863575337
rmse when k is  2594 431.66904863575337
rmse when k is  2595 431.66904863575337
rmse when k is  2596 431.66904863575337
rmse when k is  2597 431.66904863575337
rmse when k is  2598 431.66904863575337
rmse when k is  2599 431.66904863575337
rmse when k is  2600 431.66904863575337
rmse when k is  2601 431.66904863575337
rmse when k is  2602 431.66904863575337
rmse when k is  2603 431.66904863575337
rmse when k is  2604 431.66904863575337
rmse when k is  2605 431.66904863575337
rmse when k is  2606 431.66904863575337
rmse when k is  2607 431.66904863575337
rmse when k is  2608 431.66904863575337
rmse when k is  2609 431.66904863575337
rmse when k is  2610 431.66904863575337
rmse when k is  2611 431.66904863575337
rmse when k is  2612 431.66904863575337
rmse when k is  2613 431.66904863575337
rmse when k is  2614 431.66904863575337
rmse when k is  2615 431.66904863575337
rmse when k is  2616 431.66904863575337
rmse when k is  2617 431.66904863575337
rmse when k is  2618 431.66904863575337
rmse when k is  2619 431.66904863575337
rmse when k is  2620 431.66904863575337
rmse when k is  2621 431.66904863575337
rmse when k is  2622 431.66904863575337
rmse when k is  2623 431.66904863575337
rmse when k is  2624 431.66904863575337
rmse when k is  2625 431.66904863575337
rmse when k is  2626 431.66904863575337
rmse when k is  2627 431.66904863575337
rmse when k is  2628 431.66904863575337
rmse when k is  2629 431.66904863575337
rmse when k is  2630 431.66904863575337
rmse when k is  2631 431.66904863575337
rmse when k is  2632 431.66904863575337
rmse when k is  2633 431.66904863575337
rmse when k is  2634 431.66904863575337
rmse when k is  2635 431.66904863575337
rmse when k is  2636 431.66904863575337
rmse when k is  2637 431.66904863575337
rmse when k is  2638 431.66904863575337
rmse when k is  2639 431.66904863575337
rmse when k is  2640 431.66904863575337
rmse when k is  2641 431.66904863575337
rmse when k is  2642 431.66904863575337
rmse when k is  2643 431.66904863575337
rmse when k is  2644 431.66904863575337
rmse when k is  2645 431.66904863575337
rmse when k is  2646 431.66904863575337
rmse when k is  2647 431.66904863575337
rmse when k is  2648 431.66904863575337
rmse when k is  2649 431.66904863575337
rmse when k is  2650 431.66904863575337
rmse when k is  2651 431.66904863575337
rmse when k is  2652 431.66904863575337
rmse when k is  2653 431.66904863575337
rmse when k is  2654 431.66904863575337
rmse when k is  2655 431.66904863575337
rmse when k is  2656 431.66904863575337
rmse when k is  2657 431.66904863575337
rmse when k is  2658 431.66904863575337
rmse when k is  2659 431.66904863575337
rmse when k is  2660 431.66904863575337
rmse when k is  2661 431.66904863575337
rmse when k is  2662 431.66904863575337
rmse when k is  2663 431.66904863575337
rmse when k is  2664 431.66904863575337
rmse when k is  2665 431.66904863575337
rmse when k is  2666 431.66904863575337
rmse when k is  2667 431.66904863575337
rmse when k is  2668 431.66904863575337
rmse when k is  2669 431.66904863575337
rmse when k is  2670 431.66904863575337
rmse when k is  2671 431.66904863575337
rmse when k is  2672 431.66904863575337
rmse when k is  2673 431.66904863575337
rmse when k is  2674 431.66904863575337
rmse when k is  2675 431.66904863575337
rmse when k is  2676 431.66904863575337
rmse when k is  2677 431.66904863575337
rmse when k is  2678 431.66904863575337
rmse when k is  2679 431.66904863575337
rmse when k is  2680 431.66904863575337
rmse when k is  2681 431.66904863575337
rmse when k is  2682 431.66904863575337
rmse when k is  2683 431.66904863575337
rmse when k is  2684 431.66904863575337
rmse when k is  2685 431.66904863575337
rmse when k is  2686 431.66904863575337
rmse when k is  2687 431.66904863575337
rmse when k is  2688 431.66904863575337
rmse when k is  2689 431.66904863575337
rmse when k is  2690 431.66904863575337
rmse when k is  2691 431.66904863575337
rmse when k is  2692 431.66904863575337
rmse when k is  2693 431.66904863575337
rmse when k is  2694 431.66904863575337
rmse when k is  2695 431.66904863575337
rmse when k is  2696 431.66904863575337
rmse when k is  2697 431.66904863575337
rmse when k is  2698 431.66904863575337
rmse when k is  2699 431.66904863575337
rmse when k is  2700 431.66904863575337
rmse when k is  2701 431.66904863575337
rmse when k is  2702 431.66904863575337
rmse when k is  2703 431.66904863575337
rmse when k is  2704 431.66904863575337
rmse when k is  2705 431.66904863575337
rmse when k is  2706 431.66904863575337
rmse when k is  2707 431.66904863575337
rmse when k is  2708 431.66904863575337
rmse when k is  2709 431.66904863575337
rmse when k is  2710 431.66904863575337
rmse when k is  2711 431.66904863575337
rmse when k is  2712 431.66904863575337
rmse when k is  2713 431.66904863575337
rmse when k is  2714 431.66904863575337
rmse when k is  2715 431.66904863575337
rmse when k is  2716 431.66904863575337
rmse when k is  2717 431.66904863575337
rmse when k is  2718 431.66904863575337
rmse when k is  2719 431.66904863575337
rmse when k is  2720 431.66904863575337
rmse when k is  2721 431.66904863575337
rmse when k is  2722 431.66904863575337
rmse when k is  2723 431.66904863575337
rmse when k is  2724 431.66904863575337
rmse when k is  2725 431.66904863575337
rmse when k is  2726 431.66904863575337
rmse when k is  2727 431.66904863575337
rmse when k is  2728 431.66904863575337
rmse when k is  2729 431.66904863575337
rmse when k is  2730 431.66904863575337
rmse when k is  2731 431.66904863575337
rmse when k is  2732 431.66904863575337
rmse when k is  2733 431.66904863575337
rmse when k is  2734 431.66904863575337
rmse when k is  2735 431.66904863575337
rmse when k is  2736 431.66904863575337
rmse when k is  2737 431.66904863575337
rmse when k is  2738 431.66904863575337
rmse when k is  2739 431.66904863575337
rmse when k is  2740 431.66904863575337
rmse when k is  2741 431.66904863575337
rmse when k is  2742 431.66904863575337
rmse when k is  2743 431.66904863575337
rmse when k is  2744 431.66904863575337
rmse when k is  2745 431.66904863575337
rmse when k is  2746 431.66904863575337
rmse when k is  2747 431.66904863575337
rmse when k is  2748 431.66904863575337
rmse when k is  2749 431.66904863575337
rmse when k is  2750 431.66904863575337
rmse when k is  2751 431.66904863575337
rmse when k is  2752 431.66904863575337
rmse when k is  2753 431.66904863575337
rmse when k is  2754 431.66904863575337
rmse when k is  2755 431.66904863575337
rmse when k is  2756 431.66904863575337
rmse when k is  2757 431.66904863575337
rmse when k is  2758 431.66904863575337
rmse when k is  2759 431.66904863575337
rmse when k is  2760 431.66904863575337
rmse when k is  2761 431.66904863575337
rmse when k is  2762 431.66904863575337
rmse when k is  2763 431.66904863575337
rmse when k is  2764 431.66904863575337
rmse when k is  2765 431.66904863575337
rmse when k is  2766 431.66904863575337
rmse when k is  2767 431.66904863575337
rmse when k is  2768 431.66904863575337
rmse when k is  2769 431.66904863575337
rmse when k is  2770 431.66904863575337
rmse when k is  2771 431.66904863575337
rmse when k is  2772 431.66904863575337
rmse when k is  2773 431.66904863575337
rmse when k is  2774 431.66904863575337
rmse when k is  2775 431.66904863575337
rmse when k is  2776 431.66904863575337
rmse when k is  2777 431.66904863575337
rmse when k is  2778 431.66904863575337
rmse when k is  2779 431.66904863575337
rmse when k is  2780 431.66904863575337
rmse when k is  2781 431.66904863575337
rmse when k is  2782 431.66904863575337
rmse when k is  2783 431.66904863575337
rmse when k is  2784 431.66904863575337
rmse when k is  2785 431.66904863575337
rmse when k is  2786 431.66904863575337
rmse when k is  2787 431.66904863575337
rmse when k is  2788 431.66904863575337
rmse when k is  2789 431.66904863575337
rmse when k is  2790 431.66904863575337
rmse when k is  2791 431.66904863575337
rmse when k is  2792 431.66904863575337
rmse when k is  2793 431.66904863575337
rmse when k is  2794 431.66904863575337
rmse when k is  2795 431.66904863575337
rmse when k is  2796 431.66904863575337
rmse when k is  2797 431.66904863575337
rmse when k is  2798 431.66904863575337
rmse when k is  2799 431.66904863575337
rmse when k is  2800 431.66904863575337
rmse when k is  2801 431.66904863575337
rmse when k is  2802 431.66904863575337
rmse when k is  2803 431.66904863575337
rmse when k is  2804 431.66904863575337
rmse when k is  2805 431.66904863575337
rmse when k is  2806 431.66904863575337
rmse when k is  2807 431.66904863575337
rmse when k is  2808 431.66904863575337
rmse when k is  2809 431.66904863575337
rmse when k is  2810 431.66904863575337
rmse when k is  2811 431.66904863575337
rmse when k is  2812 431.66904863575337
rmse when k is  2813 431.66904863575337
rmse when k is  2814 431.66904863575337
rmse when k is  2815 431.66904863575337
rmse when k is  2816 431.66904863575337
rmse when k is  2817 431.66904863575337
rmse when k is  2818 431.66904863575337
rmse when k is  2819 431.66904863575337
rmse when k is  2820 431.66904863575337
rmse when k is  2821 431.66904863575337
rmse when k is  2822 431.66904863575337
rmse when k is  2823 431.66904863575337
rmse when k is  2824 431.66904863575337
rmse when k is  2825 431.66904863575337
rmse when k is  2826 431.66904863575337
rmse when k is  2827 431.66904863575337
rmse when k is  2828 431.66904863575337
rmse when k is  2829 431.66904863575337
rmse when k is  2830 431.66904863575337
rmse when k is  2831 431.66904863575337
rmse when k is  2832 431.66904863575337
rmse when k is  2833 431.66904863575337
rmse when k is  2834 431.66904863575337
rmse when k is  2835 431.66904863575337
rmse when k is  2836 431.66904863575337
rmse when k is  2837 431.66904863575337
rmse when k is  2838 431.66904863575337
rmse when k is  2839 431.66904863575337
rmse when k is  2840 431.66904863575337
rmse when k is  2841 431.66904863575337
rmse when k is  2842 431.66904863575337
rmse when k is  2843 431.66904863575337
rmse when k is  2844 431.66904863575337
rmse when k is  2845 431.66904863575337
rmse when k is  2846 431.66904863575337
rmse when k is  2847 431.66904863575337
rmse when k is  2848 431.66904863575337
rmse when k is  2849 431.66904863575337
rmse when k is  2850 431.66904863575337
rmse when k is  2851 431.66904863575337
rmse when k is  2852 431.66904863575337
rmse when k is  2853 431.66904863575337
rmse when k is  2854 431.66904863575337
rmse when k is  2855 431.66904863575337
rmse when k is  2856 431.66904863575337
rmse when k is  2857 431.66904863575337
rmse when k is  2858 431.66904863575337
rmse when k is  2859 431.66904863575337
rmse when k is  2860 431.66904863575337
rmse when k is  2861 431.66904863575337
rmse when k is  2862 431.66904863575337
rmse when k is  2863 431.66904863575337
rmse when k is  2864 431.66904863575337
rmse when k is  2865 431.66904863575337
rmse when k is  2866 431.66904863575337
rmse when k is  2867 431.66904863575337
rmse when k is  2868 431.66904863575337
rmse when k is  2869 431.66904863575337
rmse when k is  2870 431.66904863575337
rmse when k is  2871 431.66904863575337
rmse when k is  2872 431.66904863575337
rmse when k is  2873 431.66904863575337
rmse when k is  2874 431.66904863575337
rmse when k is  2875 431.66904863575337
rmse when k is  2876 431.66904863575337
rmse when k is  2877 431.66904863575337
rmse when k is  2878 431.66904863575337
rmse when k is  2879 431.66904863575337
rmse when k is  2880 431.66904863575337
rmse when k is  2881 431.66904863575337
rmse when k is  2882 431.66904863575337
rmse when k is  2883 431.66904863575337
rmse when k is  2884 431.66904863575337
rmse when k is  2885 431.66904863575337
rmse when k is  2886 431.66904863575337
rmse when k is  2887 431.66904863575337
rmse when k is  2888 431.66904863575337
rmse when k is  2889 431.66904863575337
rmse when k is  2890 431.66904863575337
rmse when k is  2891 431.66904863575337
rmse when k is  2892 431.66904863575337
rmse when k is  2893 431.66904863575337
rmse when k is  2894 431.66904863575337
rmse when k is  2895 431.66904863575337
rmse when k is  2896 431.66904863575337
rmse when k is  2897 431.66904863575337
rmse when k is  2898 431.66904863575337
rmse when k is  2899 431.66904863575337
rmse when k is  2900 431.66904863575337
rmse when k is  2901 431.66904863575337
rmse when k is  2902 431.66904863575337
rmse when k is  2903 431.66904863575337
rmse when k is  2904 431.66904863575337
rmse when k is  2905 431.66904863575337
rmse when k is  2906 431.66904863575337
rmse when k is  2907 431.66904863575337
rmse when k is  2908 431.66904863575337
rmse when k is  2909 431.66904863575337
rmse when k is  2910 431.66904863575337
rmse when k is  2911 431.66904863575337
rmse when k is  2912 431.66904863575337
rmse when k is  2913 431.66904863575337
rmse when k is  2914 431.66904863575337
rmse when k is  2915 431.66904863575337
rmse when k is  2916 431.66904863575337
rmse when k is  2917 431.66904863575337
rmse when k is  2918 431.66904863575337
rmse when k is  2919 431.66904863575337
rmse when k is  2920 431.66904863575337
rmse when k is  2921 431.66904863575337
rmse when k is  2922 431.66904863575337
rmse when k is  2923 431.66904863575337
rmse when k is  2924 431.66904863575337
rmse when k is  2925 431.66904863575337
rmse when k is  2926 431.66904863575337
rmse when k is  2927 431.66904863575337
rmse when k is  2928 431.66904863575337
rmse when k is  2929 431.66904863575337
rmse when k is  2930 431.66904863575337
rmse when k is  2931 431.66904863575337
rmse when k is  2932 431.66904863575337
rmse when k is  2933 431.66904863575337
rmse when k is  2934 431.66904863575337
rmse when k is  2935 431.66904863575337
rmse when k is  2936 431.66904863575337
rmse when k is  2937 431.66904863575337
rmse when k is  2938 431.66904863575337
rmse when k is  2939 431.66904863575337
rmse when k is  2940 431.66904863575337
rmse when k is  2941 431.66904863575337
rmse when k is  2942 431.66904863575337
rmse when k is  2943 431.66904863575337
rmse when k is  2944 431.66904863575337
rmse when k is  2945 431.66904863575337
rmse when k is  2946 431.66904863575337
rmse when k is  2947 431.66904863575337
rmse when k is  2948 431.66904863575337
rmse when k is  2949 431.66904863575337
rmse when k is  2950 431.66904863575337
rmse when k is  2951 431.66904863575337
rmse when k is  2952 431.66904863575337
rmse when k is  2953 431.66904863575337
rmse when k is  2954 431.66904863575337
rmse when k is  2955 431.66904863575337
rmse when k is  2956 431.66904863575337
rmse when k is  2957 431.66904863575337
rmse when k is  2958 431.66904863575337
rmse when k is  2959 431.66904863575337
rmse when k is  2960 431.66904863575337
rmse when k is  2961 431.66904863575337
rmse when k is  2962 431.66904863575337
rmse when k is  2963 431.66904863575337
rmse when k is  2964 431.66904863575337
rmse when k is  2965 431.66904863575337
rmse when k is  2966 431.66904863575337
rmse when k is  2967 431.66904863575337
rmse when k is  2968 431.66904863575337
rmse when k is  2969 431.66904863575337
rmse when k is  2970 431.66904863575337
rmse when k is  2971 431.66904863575337
rmse when k is  2972 431.66904863575337
rmse when k is  2973 431.66904863575337
rmse when k is  2974 431.66904863575337
rmse when k is  2975 431.66904863575337
rmse when k is  2976 431.66904863575337
rmse when k is  2977 431.66904863575337
rmse when k is  2978 431.66904863575337
rmse when k is  2979 431.66904863575337
rmse when k is  2980 431.66904863575337
rmse when k is  2981 431.66904863575337
rmse when k is  2982 431.66904863575337
rmse when k is  2983 431.66904863575337
rmse when k is  2984 431.66904863575337
rmse when k is  2985 431.66904863575337
rmse when k is  2986 431.66904863575337
rmse when k is  2987 431.66904863575337
rmse when k is  2988 431.66904863575337
rmse when k is  2989 431.66904863575337
rmse when k is  2990 431.66904863575337
rmse when k is  2991 431.66904863575337
rmse when k is  2992 431.66904863575337
rmse when k is  2993 431.66904863575337
rmse when k is  2994 431.66904863575337
rmse when k is  2995 431.66904863575337
rmse when k is  2996 431.66904863575337
rmse when k is  2997 431.66904863575337
rmse when k is  2998 431.66904863575337
rmse when k is  2999 431.66904863575337
rmse when k is  3000 431.66904863575337
rmse when k is  3001 431.66904863575337
rmse when k is  3002 431.66904863575337
rmse when k is  3003 431.66904863575337
rmse when k is  3004 431.66904863575337
rmse when k is  3005 431.66904863575337
rmse when k is  3006 431.66904863575337
rmse when k is  3007 431.66904863575337
rmse when k is  3008 431.66904863575337
rmse when k is  3009 431.66904863575337
rmse when k is  3010 431.66904863575337
rmse when k is  3011 431.66904863575337
rmse when k is  3012 431.66904863575337
rmse when k is  3013 431.66904863575337
rmse when k is  3014 431.66904863575337
rmse when k is  3015 431.66904863575337
rmse when k is  3016 431.66904863575337
rmse when k is  3017 431.66904863575337
rmse when k is  3018 431.66904863575337
rmse when k is  3019 431.66904863575337
rmse when k is  3020 431.66904863575337
rmse when k is  3021 431.66904863575337
rmse when k is  3022 431.66904863575337
rmse when k is  3023 431.66904863575337
rmse when k is  3024 431.66904863575337
rmse when k is  3025 431.66904863575337
rmse when k is  3026 431.66904863575337
rmse when k is  3027 431.66904863575337
rmse when k is  3028 431.66904863575337
rmse when k is  3029 431.66904863575337
rmse when k is  3030 431.66904863575337
rmse when k is  3031 431.66904863575337
rmse when k is  3032 431.66904863575337
rmse when k is  3033 431.66904863575337
rmse when k is  3034 431.66904863575337
rmse when k is  3035 431.66904863575337
rmse when k is  3036 431.66904863575337
rmse when k is  3037 431.66904863575337
rmse when k is  3038 431.66904863575337
rmse when k is  3039 431.66904863575337
rmse when k is  3040 431.66904863575337
rmse when k is  3041 431.66904863575337
rmse when k is  3042 431.66904863575337
rmse when k is  3043 431.66904863575337
rmse when k is  3044 431.66904863575337
rmse when k is  3045 431.66904863575337
rmse when k is  3046 431.66904863575337
rmse when k is  3047 431.66904863575337
rmse when k is  3048 431.66904863575337
rmse when k is  3049 431.66904863575337
rmse when k is  3050 431.66904863575337
rmse when k is  3051 431.66904863575337
rmse when k is  3052 431.66904863575337
rmse when k is  3053 431.66904863575337
rmse when k is  3054 431.66904863575337
rmse when k is  3055 431.66904863575337
rmse when k is  3056 431.66904863575337
rmse when k is  3057 431.66904863575337
rmse when k is  3058 431.66904863575337
rmse when k is  3059 431.66904863575337
rmse when k is  3060 431.66904863575337
rmse when k is  3061 431.66904863575337
rmse when k is  3062 431.66904863575337
rmse when k is  3063 431.66904863575337
rmse when k is  3064 431.66904863575337
rmse when k is  3065 431.66904863575337
rmse when k is  3066 431.66904863575337
rmse when k is  3067 431.66904863575337
rmse when k is  3068 431.66904863575337
rmse when k is  3069 431.66904863575337
rmse when k is  3070 431.66904863575337
rmse when k is  3071 431.66904863575337
rmse when k is  3072 431.66904863575337
rmse when k is  3073 431.66904863575337
rmse when k is  3074 431.66904863575337
rmse when k is  3075 431.66904863575337
rmse when k is  3076 431.66904863575337
rmse when k is  3077 431.66904863575337
rmse when k is  3078 431.66904863575337
rmse when k is  3079 431.66904863575337
rmse when k is  3080 431.66904863575337
rmse when k is  3081 431.66904863575337
rmse when k is  3082 431.66904863575337
rmse when k is  3083 431.66904863575337
rmse when k is  3084 431.66904863575337
rmse when k is  3085 431.66904863575337
rmse when k is  3086 431.66904863575337
rmse when k is  3087 431.66904863575337
rmse when k is  3088 431.66904863575337
rmse when k is  3089 431.66904863575337
rmse when k is  3090 431.66904863575337
rmse when k is  3091 431.66904863575337
rmse when k is  3092 431.66904863575337
rmse when k is  3093 431.66904863575337
rmse when k is  3094 431.66904863575337
rmse when k is  3095 431.66904863575337
rmse when k is  3096 431.66904863575337
rmse when k is  3097 431.66904863575337
rmse when k is  3098 431.66904863575337
rmse when k is  3099 431.66904863575337
rmse when k is  3100 431.66904863575337
rmse when k is  3101 431.66904863575337
rmse when k is  3102 431.66904863575337
rmse when k is  3103 431.66904863575337
rmse when k is  3104 431.66904863575337
rmse when k is  3105 431.66904863575337
rmse when k is  3106 431.66904863575337
rmse when k is  3107 431.66904863575337
rmse when k is  3108 431.66904863575337
rmse when k is  3109 431.66904863575337
rmse when k is  3110 431.66904863575337
rmse when k is  3111 431.66904863575337
rmse when k is  3112 431.66904863575337
rmse when k is  3113 431.66904863575337
rmse when k is  3114 431.66904863575337
rmse when k is  3115 431.66904863575337
rmse when k is  3116 431.66904863575337
rmse when k is  3117 431.66904863575337
rmse when k is  3118 431.66904863575337
rmse when k is  3119 431.66904863575337
rmse when k is  3120 431.66904863575337
rmse when k is  3121 431.66904863575337
rmse when k is  3122 431.66904863575337
rmse when k is  3123 431.66904863575337
rmse when k is  3124 431.66904863575337
rmse when k is  3125 431.66904863575337
rmse when k is  3126 431.66904863575337
rmse when k is  3127 431.66904863575337
rmse when k is  3128 431.66904863575337
rmse when k is  3129 431.66904863575337
rmse when k is  3130 431.66904863575337
rmse when k is  3131 431.66904863575337
rmse when k is  3132 431.66904863575337
rmse when k is  3133 431.66904863575337
rmse when k is  3134 431.66904863575337
rmse when k is  3135 431.66904863575337
rmse when k is  3136 431.66904863575337
rmse when k is  3137 431.66904863575337
rmse when k is  3138 431.66904863575337
rmse when k is  3139 431.66904863575337
rmse when k is  3140 431.66904863575337
rmse when k is  3141 431.66904863575337
rmse when k is  3142 431.66904863575337
rmse when k is  3143 431.66904863575337
rmse when k is  3144 431.66904863575337
rmse when k is  3145 431.66904863575337
rmse when k is  3146 431.66904863575337
rmse when k is  3147 431.66904863575337
rmse when k is  3148 431.66904863575337
rmse when k is  3149 431.66904863575337
rmse when k is  3150 431.66904863575337
rmse when k is  3151 431.66904863575337
rmse when k is  3152 431.66904863575337
rmse when k is  3153 431.66904863575337
rmse when k is  3154 431.66904863575337
rmse when k is  3155 431.66904863575337
rmse when k is  3156 431.66904863575337
rmse when k is  3157 431.66904863575337
rmse when k is  3158 431.66904863575337
rmse when k is  3159 431.66904863575337
rmse when k is  3160 431.66904863575337
rmse when k is  3161 431.66904863575337
rmse when k is  3162 431.66904863575337
rmse when k is  3163 431.66904863575337
rmse when k is  3164 431.66904863575337
rmse when k is  3165 431.66904863575337
rmse when k is  3166 431.66904863575337
rmse when k is  3167 431.66904863575337
rmse when k is  3168 431.66904863575337
rmse when k is  3169 431.66904863575337
rmse when k is  3170 431.66904863575337
rmse when k is  3171 431.66904863575337
rmse when k is  3172 431.66904863575337
rmse when k is  3173 431.66904863575337
rmse when k is  3174 431.66904863575337
rmse when k is  3175 431.66904863575337
rmse when k is  3176 431.66904863575337
rmse when k is  3177 431.66904863575337
rmse when k is  3178 431.66904863575337
rmse when k is  3179 431.66904863575337
rmse when k is  3180 431.66904863575337
rmse when k is  3181 431.66904863575337
rmse when k is  3182 431.66904863575337
rmse when k is  3183 431.66904863575337
rmse when k is  3184 431.66904863575337
rmse when k is  3185 431.66904863575337
rmse when k is  3186 431.66904863575337
rmse when k is  3187 431.66904863575337
rmse when k is  3188 431.66904863575337
rmse when k is  3189 431.66904863575337
rmse when k is  3190 431.66904863575337
rmse when k is  3191 431.66904863575337
rmse when k is  3192 431.66904863575337
rmse when k is  3193 431.66904863575337
rmse when k is  3194 431.66904863575337
rmse when k is  3195 431.66904863575337
rmse when k is  3196 431.66904863575337
rmse when k is  3197 431.66904863575337
rmse when k is  3198 431.66904863575337
rmse when k is  3199 431.66904863575337
rmse when k is  3200 431.66904863575337
rmse when k is  3201 431.66904863575337
rmse when k is  3202 431.66904863575337
rmse when k is  3203 431.66904863575337
rmse when k is  3204 431.66904863575337
rmse when k is  3205 431.66904863575337
rmse when k is  3206 431.66904863575337
rmse when k is  3207 431.66904863575337
rmse when k is  3208 431.66904863575337
rmse when k is  3209 431.66904863575337
rmse when k is  3210 431.66904863575337
rmse when k is  3211 431.66904863575337
rmse when k is  3212 431.66904863575337
rmse when k is  3213 431.66904863575337
rmse when k is  3214 431.66904863575337
rmse when k is  3215 431.66904863575337
rmse when k is  3216 431.66904863575337
rmse when k is  3217 431.66904863575337
rmse when k is  3218 431.66904863575337
rmse when k is  3219 431.66904863575337
rmse when k is  3220 431.66904863575337
rmse when k is  3221 431.66904863575337
rmse when k is  3222 431.66904863575337
rmse when k is  3223 431.66904863575337
rmse when k is  3224 431.66904863575337
rmse when k is  3225 431.66904863575337
rmse when k is  3226 431.66904863575337
rmse when k is  3227 431.66904863575337
rmse when k is  3228 431.66904863575337
rmse when k is  3229 431.66904863575337
rmse when k is  3230 431.66904863575337
rmse when k is  3231 431.66904863575337
rmse when k is  3232 431.66904863575337
rmse when k is  3233 431.66904863575337
rmse when k is  3234 431.66904863575337
rmse when k is  3235 431.66904863575337
rmse when k is  3236 431.66904863575337
rmse when k is  3237 431.66904863575337
rmse when k is  3238 431.66904863575337
rmse when k is  3239 431.66904863575337
rmse when k is  3240 431.66904863575337
rmse when k is  3241 431.66904863575337
rmse when k is  3242 431.66904863575337
rmse when k is  3243 431.66904863575337
rmse when k is  3244 431.66904863575337
rmse when k is  3245 431.66904863575337
rmse when k is  3246 431.66904863575337
rmse when k is  3247 431.66904863575337
rmse when k is  3248 431.66904863575337
rmse when k is  3249 431.66904863575337
rmse when k is  3250 431.66904863575337
rmse when k is  3251 431.66904863575337
rmse when k is  3252 431.66904863575337
rmse when k is  3253 431.66904863575337
rmse when k is  3254 431.66904863575337
rmse when k is  3255 431.66904863575337
rmse when k is  3256 431.66904863575337
rmse when k is  3257 431.66904863575337
rmse when k is  3258 431.66904863575337
rmse when k is  3259 431.66904863575337
rmse when k is  3260 431.66904863575337
rmse when k is  3261 431.66904863575337
rmse when k is  3262 431.66904863575337
rmse when k is  3263 431.66904863575337
rmse when k is  3264 431.66904863575337
rmse when k is  3265 431.66904863575337
rmse when k is  3266 431.66904863575337
rmse when k is  3267 431.66904863575337
rmse when k is  3268 431.66904863575337
rmse when k is  3269 431.66904863575337
rmse when k is  3270 431.66904863575337
rmse when k is  3271 431.66904863575337
rmse when k is  3272 431.66904863575337
rmse when k is  3273 431.66904863575337
rmse when k is  3274 431.66904863575337
rmse when k is  3275 431.66904863575337
rmse when k is  3276 431.66904863575337
rmse when k is  3277 431.66904863575337
rmse when k is  3278 431.66904863575337
rmse when k is  3279 431.66904863575337
rmse when k is  3280 431.66904863575337
rmse when k is  3281 431.66904863575337
rmse when k is  3282 431.66904863575337
rmse when k is  3283 431.66904863575337
rmse when k is  3284 431.66904863575337
rmse when k is  3285 431.66904863575337
rmse when k is  3286 431.66904863575337
rmse when k is  3287 431.66904863575337
rmse when k is  3288 431.66904863575337
rmse when k is  3289 431.66904863575337
rmse when k is  3290 431.66904863575337
rmse when k is  3291 431.66904863575337
rmse when k is  3292 431.66904863575337
rmse when k is  3293 431.66904863575337
rmse when k is  3294 431.66904863575337
rmse when k is  3295 431.66904863575337
rmse when k is  3296 431.66904863575337
rmse when k is  3297 431.66904863575337
rmse when k is  3298 431.66904863575337
rmse when k is  3299 431.66904863575337
rmse when k is  3300 431.66904863575337
rmse when k is  3301 431.66904863575337
rmse when k is  3302 431.66904863575337
rmse when k is  3303 431.66904863575337
rmse when k is  3304 431.66904863575337
rmse when k is  3305 431.66904863575337
rmse when k is  3306 431.66904863575337
rmse when k is  3307 431.66904863575337
rmse when k is  3308 431.66904863575337
rmse when k is  3309 431.66904863575337
rmse when k is  3310 431.66904863575337
rmse when k is  3311 431.66904863575337
rmse when k is  3312 431.66904863575337
rmse when k is  3313 431.66904863575337
rmse when k is  3314 431.66904863575337
rmse when k is  3315 431.66904863575337
rmse when k is  3316 431.66904863575337
rmse when k is  3317 431.66904863575337
rmse when k is  3318 431.66904863575337
rmse when k is  3319 431.66904863575337
rmse when k is  3320 431.66904863575337
rmse when k is  3321 431.66904863575337
rmse when k is  3322 431.66904863575337
rmse when k is  3323 431.66904863575337
rmse when k is  3324 431.66904863575337
rmse when k is  3325 431.66904863575337
rmse when k is  3326 431.66904863575337
rmse when k is  3327 431.66904863575337
rmse when k is  3328 431.66904863575337
rmse when k is  3329 431.66904863575337
rmse when k is  3330 431.66904863575337
rmse when k is  3331 431.66904863575337
rmse when k is  3332 431.66904863575337
rmse when k is  3333 431.66904863575337
rmse when k is  3334 431.66904863575337
rmse when k is  3335 431.66904863575337
rmse when k is  3336 431.66904863575337
rmse when k is  3337 431.66904863575337
rmse when k is  3338 431.66904863575337
rmse when k is  3339 431.66904863575337
rmse when k is  3340 431.66904863575337
rmse when k is  3341 431.66904863575337
rmse when k is  3342 431.66904863575337
rmse when k is  3343 431.66904863575337
rmse when k is  3344 431.66904863575337
rmse when k is  3345 431.66904863575337
rmse when k is  3346 431.66904863575337
rmse when k is  3347 431.66904863575337
rmse when k is  3348 431.66904863575337
rmse when k is  3349 431.66904863575337
rmse when k is  3350 431.66904863575337
rmse when k is  3351 431.66904863575337
rmse when k is  3352 431.66904863575337
rmse when k is  3353 431.66904863575337
rmse when k is  3354 431.66904863575337
rmse when k is  3355 431.66904863575337
rmse when k is  3356 431.66904863575337
rmse when k is  3357 431.66904863575337
rmse when k is  3358 431.66904863575337
rmse when k is  3359 431.66904863575337
rmse when k is  3360 431.66904863575337
rmse when k is  3361 431.66904863575337
rmse when k is  3362 431.66904863575337
rmse when k is  3363 431.66904863575337
rmse when k is  3364 431.66904863575337
rmse when k is  3365 431.66904863575337
rmse when k is  3366 431.66904863575337
rmse when k is  3367 431.66904863575337
rmse when k is  3368 431.66904863575337
rmse when k is  3369 431.66904863575337
rmse when k is  3370 431.66904863575337
rmse when k is  3371 431.66904863575337
rmse when k is  3372 431.66904863575337
rmse when k is  3373 431.66904863575337
rmse when k is  3374 431.66904863575337
rmse when k is  3375 431.66904863575337
rmse when k is  3376 431.66904863575337
rmse when k is  3377 431.66904863575337
rmse when k is  3378 431.66904863575337
rmse when k is  3379 431.66904863575337
rmse when k is  3380 431.66904863575337
rmse when k is  3381 431.66904863575337
rmse when k is  3382 431.66904863575337
rmse when k is  3383 431.66904863575337
rmse when k is  3384 431.66904863575337
rmse when k is  3385 431.66904863575337
rmse when k is  3386 431.66904863575337
rmse when k is  3387 431.66904863575337
rmse when k is  3388 431.66904863575337
rmse when k is  3389 431.66904863575337
rmse when k is  3390 431.66904863575337
rmse when k is  3391 431.66904863575337
rmse when k is  3392 431.66904863575337
rmse when k is  3393 431.66904863575337
rmse when k is  3394 431.66904863575337
rmse when k is  3395 431.66904863575337
rmse when k is  3396 431.66904863575337
rmse when k is  3397 431.66904863575337
rmse when k is  3398 431.66904863575337
rmse when k is  3399 431.66904863575337
rmse when k is  3400 431.66904863575337
rmse when k is  3401 431.66904863575337
rmse when k is  3402 431.66904863575337
rmse when k is  3403 431.66904863575337
rmse when k is  3404 431.66904863575337
rmse when k is  3405 431.66904863575337
rmse when k is  3406 431.66904863575337
rmse when k is  3407 431.66904863575337
rmse when k is  3408 431.66904863575337
rmse when k is  3409 431.66904863575337
rmse when k is  3410 431.66904863575337
rmse when k is  3411 431.66904863575337
rmse when k is  3412 431.66904863575337
rmse when k is  3413 431.66904863575337
rmse when k is  3414 431.66904863575337
rmse when k is  3415 431.66904863575337
rmse when k is  3416 431.66904863575337
rmse when k is  3417 431.66904863575337
rmse when k is  3418 431.66904863575337
rmse when k is  3419 431.66904863575337
rmse when k is  3420 431.66904863575337
rmse when k is  3421 431.66904863575337
rmse when k is  3422 431.66904863575337
rmse when k is  3423 431.66904863575337
rmse when k is  3424 431.66904863575337
rmse when k is  3425 431.66904863575337
rmse when k is  3426 431.66904863575337
rmse when k is  3427 431.66904863575337
rmse when k is  3428 431.66904863575337
rmse when k is  3429 431.66904863575337
rmse when k is  3430 431.66904863575337
rmse when k is  3431 431.66904863575337
rmse when k is  3432 431.66904863575337
rmse when k is  3433 431.66904863575337
rmse when k is  3434 431.66904863575337
rmse when k is  3435 431.66904863575337
rmse when k is  3436 431.66904863575337
rmse when k is  3437 431.66904863575337
rmse when k is  3438 431.66904863575337
rmse when k is  3439 431.66904863575337
rmse when k is  3440 431.66904863575337
rmse when k is  3441 431.66904863575337
rmse when k is  3442 431.66904863575337
rmse when k is  3443 431.66904863575337
rmse when k is  3444 431.66904863575337
rmse when k is  3445 431.66904863575337
rmse when k is  3446 431.66904863575337
rmse when k is  3447 431.66904863575337
rmse when k is  3448 431.66904863575337
rmse when k is  3449 431.66904863575337
rmse when k is  3450 431.66904863575337
rmse when k is  3451 431.66904863575337
rmse when k is  3452 431.66904863575337
rmse when k is  3453 431.66904863575337
rmse when k is  3454 431.66904863575337
rmse when k is  3455 431.66904863575337
rmse when k is  3456 431.66904863575337
rmse when k is  3457 431.66904863575337
rmse when k is  3458 431.66904863575337
rmse when k is  3459 431.66904863575337
rmse when k is  3460 431.66904863575337
rmse when k is  3461 431.66904863575337
rmse when k is  3462 431.66904863575337
rmse when k is  3463 431.66904863575337
rmse when k is  3464 431.66904863575337
rmse when k is  3465 431.66904863575337
rmse when k is  3466 431.66904863575337
rmse when k is  3467 431.66904863575337
rmse when k is  3468 431.66904863575337
rmse when k is  3469 431.66904863575337
rmse when k is  3470 431.66904863575337
rmse when k is  3471 431.66904863575337
rmse when k is  3472 431.66904863575337
rmse when k is  3473 431.66904863575337
rmse when k is  3474 431.66904863575337
rmse when k is  3475 431.66904863575337
rmse when k is  3476 431.66904863575337
rmse when k is  3477 431.66904863575337
rmse when k is  3478 431.66904863575337
rmse when k is  3479 431.66904863575337
rmse when k is  3480 431.66904863575337
rmse when k is  3481 431.66904863575337
rmse when k is  3482 431.66904863575337
rmse when k is  3483 431.66904863575337
rmse when k is  3484 431.66904863575337
rmse when k is  3485 431.66904863575337
rmse when k is  3486 431.66904863575337
rmse when k is  3487 431.66904863575337
rmse when k is  3488 431.66904863575337
rmse when k is  3489 431.66904863575337
rmse when k is  3490 431.66904863575337
rmse when k is  3491 431.66904863575337
rmse when k is  3492 431.66904863575337
rmse when k is  3493 431.66904863575337
rmse when k is  3494 431.66904863575337
rmse when k is  3495 431.66904863575337
rmse when k is  3496 431.66904863575337
rmse when k is  3497 431.66904863575337
rmse when k is  3498 431.66904863575337
rmse when k is  3499 431.66904863575337
rmse when k is  3500 431.66904863575337
rmse when k is  3501 431.66904863575337
rmse when k is  3502 431.66904863575337
rmse when k is  3503 431.66904863575337
rmse when k is  3504 431.66904863575337
rmse when k is  3505 431.66904863575337
rmse when k is  3506 431.66904863575337
rmse when k is  3507 431.66904863575337
rmse when k is  3508 431.66904863575337
rmse when k is  3509 431.66904863575337
rmse when k is  3510 431.66904863575337
rmse when k is  3511 431.66904863575337
rmse when k is  3512 431.66904863575337
rmse when k is  3513 431.66904863575337
rmse when k is  3514 431.66904863575337
rmse when k is  3515 431.66904863575337
rmse when k is  3516 431.66904863575337
rmse when k is  3517 431.66904863575337
rmse when k is  3518 431.66904863575337
rmse when k is  3519 431.66904863575337
rmse when k is  3520 431.66904863575337
rmse when k is  3521 431.66904863575337
rmse when k is  3522 431.66904863575337
rmse when k is  3523 431.66904863575337
rmse when k is  3524 431.66904863575337
rmse when k is  3525 431.66904863575337
rmse when k is  3526 431.66904863575337
rmse when k is  3527 431.66904863575337
rmse when k is  3528 431.66904863575337
rmse when k is  3529 431.66904863575337
rmse when k is  3530 431.66904863575337
rmse when k is  3531 431.66904863575337
rmse when k is  3532 431.66904863575337
rmse when k is  3533 431.66904863575337
rmse when k is  3534 431.66904863575337
rmse when k is  3535 431.66904863575337
rmse when k is  3536 431.66904863575337
rmse when k is  3537 431.66904863575337
rmse when k is  3538 431.66904863575337
rmse when k is  3539 431.66904863575337
rmse when k is  3540 431.66904863575337
rmse when k is  3541 431.66904863575337
rmse when k is  3542 431.66904863575337
rmse when k is  3543 431.66904863575337
rmse when k is  3544 431.66904863575337
rmse when k is  3545 431.66904863575337
rmse when k is  3546 431.66904863575337
rmse when k is  3547 431.66904863575337
rmse when k is  3548 431.66904863575337
rmse when k is  3549 431.66904863575337
rmse when k is  3550 431.66904863575337
rmse when k is  3551 431.66904863575337
rmse when k is  3552 431.66904863575337
rmse when k is  3553 431.66904863575337
rmse when k is  3554 431.66904863575337
rmse when k is  3555 431.66904863575337
rmse when k is  3556 431.66904863575337
rmse when k is  3557 431.66904863575337
rmse when k is  3558 431.66904863575337
rmse when k is  3559 431.66904863575337
rmse when k is  3560 431.66904863575337
rmse when k is  3561 431.66904863575337
rmse when k is  3562 431.66904863575337
rmse when k is  3563 431.66904863575337
rmse when k is  3564 431.66904863575337
rmse when k is  3565 431.66904863575337
rmse when k is  3566 431.66904863575337
rmse when k is  3567 431.66904863575337
rmse when k is  3568 431.66904863575337
rmse when k is  3569 431.66904863575337
rmse when k is  3570 431.66904863575337
rmse when k is  3571 431.66904863575337
rmse when k is  3572 431.66904863575337
rmse when k is  3573 431.66904863575337
rmse when k is  3574 431.66904863575337
rmse when k is  3575 431.66904863575337
rmse when k is  3576 431.66904863575337
rmse when k is  3577 431.66904863575337
rmse when k is  3578 431.66904863575337
rmse when k is  3579 431.66904863575337
rmse when k is  3580 431.66904863575337
rmse when k is  3581 431.66904863575337
rmse when k is  3582 431.66904863575337
rmse when k is  3583 431.66904863575337
rmse when k is  3584 431.66904863575337
rmse when k is  3585 431.66904863575337
rmse when k is  3586 431.66904863575337
rmse when k is  3587 431.66904863575337
rmse when k is  3588 431.66904863575337
rmse when k is  3589 431.66904863575337
rmse when k is  3590 431.66904863575337
rmse when k is  3591 431.66904863575337
rmse when k is  3592 431.66904863575337
rmse when k is  3593 431.66904863575337
rmse when k is  3594 431.66904863575337
rmse when k is  3595 431.66904863575337
rmse when k is  3596 431.66904863575337
rmse when k is  3597 431.66904863575337
rmse when k is  3598 431.66904863575337
rmse when k is  3599 431.66904863575337
rmse when k is  3600 431.66904863575337
rmse when k is  3601 431.66904863575337
rmse when k is  3602 431.66904863575337
rmse when k is  3603 431.66904863575337
rmse when k is  3604 431.66904863575337
rmse when k is  3605 431.66904863575337
rmse when k is  3606 431.66904863575337
rmse when k is  3607 431.66904863575337
rmse when k is  3608 431.66904863575337
rmse when k is  3609 431.66904863575337
rmse when k is  3610 431.66904863575337
rmse when k is  3611 431.66904863575337
rmse when k is  3612 431.66904863575337
rmse when k is  3613 431.66904863575337
rmse when k is  3614 431.66904863575337
rmse when k is  3615 431.66904863575337
rmse when k is  3616 431.66904863575337
rmse when k is  3617 431.66904863575337
rmse when k is  3618 431.66904863575337
rmse when k is  3619 431.66904863575337
rmse when k is  3620 431.66904863575337
rmse when k is  3621 431.66904863575337
rmse when k is  3622 431.66904863575337
rmse when k is  3623 431.66904863575337
rmse when k is  3624 431.66904863575337
rmse when k is  3625 431.66904863575337
rmse when k is  3626 431.66904863575337
rmse when k is  3627 431.66904863575337
rmse when k is  3628 431.66904863575337
rmse when k is  3629 431.66904863575337
rmse when k is  3630 431.66904863575337
rmse when k is  3631 431.66904863575337
rmse when k is  3632 431.66904863575337
rmse when k is  3633 431.66904863575337
rmse when k is  3634 431.66904863575337
rmse when k is  3635 431.66904863575337
rmse when k is  3636 431.66904863575337
rmse when k is  3637 431.66904863575337
rmse when k is  3638 431.66904863575337
rmse when k is  3639 431.66904863575337
rmse when k is  3640 431.66904863575337
rmse when k is  3641 431.66904863575337
rmse when k is  3642 431.66904863575337
rmse when k is  3643 431.66904863575337
rmse when k is  3644 431.66904863575337
rmse when k is  3645 431.66904863575337
rmse when k is  3646 431.66904863575337
rmse when k is  3647 431.66904863575337
rmse when k is  3648 431.66904863575337
rmse when k is  3649 431.66904863575337
rmse when k is  3650 431.66904863575337
rmse when k is  3651 431.66904863575337
rmse when k is  3652 431.66904863575337
rmse when k is  3653 431.66904863575337
rmse when k is  3654 431.66904863575337
rmse when k is  3655 431.66904863575337
rmse when k is  3656 431.66904863575337
rmse when k is  3657 431.66904863575337
rmse when k is  3658 431.66904863575337
rmse when k is  3659 431.66904863575337
rmse when k is  3660 431.66904863575337
rmse when k is  3661 431.66904863575337
rmse when k is  3662 431.66904863575337
rmse when k is  3663 431.66904863575337
rmse when k is  3664 431.66904863575337
rmse when k is  3665 431.66904863575337
rmse when k is  3666 431.66904863575337
rmse when k is  3667 431.66904863575337
rmse when k is  3668 431.66904863575337
rmse when k is  3669 431.66904863575337
rmse when k is  3670 431.66904863575337
rmse when k is  3671 431.66904863575337
rmse when k is  3672 431.66904863575337
rmse when k is  3673 431.66904863575337
rmse when k is  3674 431.66904863575337
rmse when k is  3675 431.66904863575337
rmse when k is  3676 431.66904863575337
rmse when k is  3677 431.66904863575337
rmse when k is  3678 431.66904863575337
rmse when k is  3679 431.66904863575337
rmse when k is  3680 431.66904863575337
rmse when k is  3681 431.66904863575337
rmse when k is  3682 431.66904863575337
rmse when k is  3683 431.66904863575337
rmse when k is  3684 431.66904863575337
rmse when k is  3685 431.66904863575337
rmse when k is  3686 431.66904863575337
rmse when k is  3687 431.66904863575337
rmse when k is  3688 431.66904863575337
rmse when k is  3689 431.66904863575337
rmse when k is  3690 431.66904863575337
rmse when k is  3691 431.66904863575337
rmse when k is  3692 431.66904863575337
rmse when k is  3693 431.66904863575337
rmse when k is  3694 431.66904863575337
rmse when k is  3695 431.66904863575337
rmse when k is  3696 431.66904863575337
rmse when k is  3697 431.66904863575337
rmse when k is  3698 431.66904863575337
rmse when k is  3699 431.66904863575337
rmse when k is  3700 431.66904863575337
rmse when k is  3701 431.66904863575337
rmse when k is  3702 431.66904863575337
rmse when k is  3703 431.66904863575337
rmse when k is  3704 431.66904863575337
rmse when k is  3705 431.66904863575337
rmse when k is  3706 431.66904863575337
rmse when k is  3707 431.66904863575337
rmse when k is  3708 431.66904863575337
rmse when k is  3709 431.66904863575337
rmse when k is  3710 431.66904863575337
rmse when k is  3711 431.66904863575337
rmse when k is  3712 431.66904863575337
rmse when k is  3713 431.66904863575337
rmse when k is  3714 431.66904863575337
rmse when k is  3715 431.66904863575337
rmse when k is  3716 431.66904863575337
rmse when k is  3717 431.66904863575337
rmse when k is  3718 431.66904863575337
rmse when k is  3719 431.66904863575337
rmse when k is  3720 431.66904863575337
rmse when k is  3721 431.66904863575337
rmse when k is  3722 431.66904863575337
rmse when k is  3723 431.66904863575337
rmse when k is  3724 431.66904863575337
rmse when k is  3725 431.66904863575337
rmse when k is  3726 431.66904863575337
rmse when k is  3727 431.66904863575337
rmse when k is  3728 431.66904863575337
rmse when k is  3729 431.66904863575337
rmse when k is  3730 431.66904863575337
rmse when k is  3731 431.66904863575337
rmse when k is  3732 431.66904863575337
rmse when k is  3733 431.66904863575337
rmse when k is  3734 431.66904863575337
rmse when k is  3735 431.66904863575337
rmse when k is  3736 431.66904863575337
rmse when k is  3737 431.66904863575337
rmse when k is  3738 431.66904863575337
rmse when k is  3739 431.66904863575337
rmse when k is  3740 431.66904863575337
rmse when k is  3741 431.66904863575337
rmse when k is  3742 431.66904863575337
rmse when k is  3743 431.66904863575337
rmse when k is  3744 431.66904863575337
rmse when k is  3745 431.66904863575337
rmse when k is  3746 431.66904863575337
rmse when k is  3747 431.66904863575337
rmse when k is  3748 431.66904863575337
rmse when k is  3749 431.66904863575337
rmse when k is  3750 431.66904863575337
rmse when k is  3751 431.66904863575337
rmse when k is  3752 431.66904863575337
rmse when k is  3753 431.66904863575337
rmse when k is  3754 431.66904863575337
rmse when k is  3755 431.66904863575337
rmse when k is  3756 431.66904863575337
rmse when k is  3757 431.66904863575337
rmse when k is  3758 431.66904863575337
rmse when k is  3759 431.66904863575337
rmse when k is  3760 431.66904863575337
rmse when k is  3761 431.66904863575337
rmse when k is  3762 431.66904863575337
rmse when k is  3763 431.66904863575337
rmse when k is  3764 431.66904863575337
rmse when k is  3765 431.66904863575337
rmse when k is  3766 431.66904863575337
rmse when k is  3767 431.66904863575337
rmse when k is  3768 431.66904863575337
rmse when k is  3769 431.66904863575337
rmse when k is  3770 431.66904863575337
rmse when k is  3771 431.66904863575337
rmse when k is  3772 431.66904863575337
rmse when k is  3773 431.66904863575337
rmse when k is  3774 431.66904863575337
rmse when k is  3775 431.66904863575337
rmse when k is  3776 431.66904863575337
rmse when k is  3777 431.66904863575337
rmse when k is  3778 431.66904863575337
rmse when k is  3779 431.66904863575337
rmse when k is  3780 431.66904863575337
rmse when k is  3781 431.66904863575337
rmse when k is  3782 431.66904863575337
rmse when k is  3783 431.66904863575337
rmse when k is  3784 431.66904863575337
rmse when k is  3785 431.66904863575337
rmse when k is  3786 431.66904863575337
rmse when k is  3787 431.66904863575337
rmse when k is  3788 431.66904863575337
rmse when k is  3789 431.66904863575337
rmse when k is  3790 431.66904863575337
rmse when k is  3791 431.66904863575337
rmse when k is  3792 431.66904863575337
rmse when k is  3793 431.66904863575337
rmse when k is  3794 431.66904863575337
rmse when k is  3795 431.66904863575337
rmse when k is  3796 431.66904863575337
rmse when k is  3797 431.66904863575337
rmse when k is  3798 431.66904863575337
rmse when k is  3799 431.66904863575337
rmse when k is  3800 431.66904863575337
rmse when k is  3801 431.66904863575337
rmse when k is  3802 431.66904863575337
rmse when k is  3803 431.66904863575337
rmse when k is  3804 431.66904863575337
rmse when k is  3805 431.66904863575337
rmse when k is  3806 431.66904863575337
rmse when k is  3807 431.66904863575337
rmse when k is  3808 431.66904863575337
rmse when k is  3809 431.66904863575337
rmse when k is  3810 431.66904863575337
rmse when k is  3811 431.66904863575337
rmse when k is  3812 431.66904863575337
rmse when k is  3813 431.66904863575337
rmse when k is  3814 431.66904863575337
rmse when k is  3815 431.66904863575337
rmse when k is  3816 431.66904863575337
rmse when k is  3817 431.66904863575337
rmse when k is  3818 431.66904863575337
rmse when k is  3819 431.66904863575337
rmse when k is  3820 431.66904863575337
rmse when k is  3821 431.66904863575337
rmse when k is  3822 431.66904863575337
rmse when k is  3823 431.66904863575337
rmse when k is  3824 431.66904863575337
rmse when k is  3825 431.66904863575337
rmse when k is  3826 431.66904863575337
rmse when k is  3827 431.66904863575337
rmse when k is  3828 431.66904863575337
rmse when k is  3829 431.66904863575337
rmse when k is  3830 431.66904863575337
rmse when k is  3831 431.66904863575337
rmse when k is  3832 431.66904863575337
rmse when k is  3833 431.66904863575337
rmse when k is  3834 431.66904863575337
rmse when k is  3835 431.66904863575337
rmse when k is  3836 431.66904863575337
rmse when k is  3837 431.66904863575337
rmse when k is  3838 431.66904863575337
rmse when k is  3839 431.66904863575337
rmse when k is  3840 431.66904863575337
rmse when k is  3841 431.66904863575337
rmse when k is  3842 431.66904863575337
rmse when k is  3843 431.66904863575337
rmse when k is  3844 431.66904863575337
rmse when k is  3845 431.66904863575337
rmse when k is  3846 431.66904863575337
rmse when k is  3847 431.66904863575337
rmse when k is  3848 431.66904863575337
rmse when k is  3849 431.66904863575337
rmse when k is  3850 431.66904863575337
rmse when k is  3851 431.66904863575337
rmse when k is  3852 431.66904863575337
rmse when k is  3853 431.66904863575337
rmse when k is  3854 431.66904863575337
rmse when k is  3855 431.66904863575337
rmse when k is  3856 431.66904863575337
rmse when k is  3857 431.66904863575337
rmse when k is  3858 431.66904863575337
rmse when k is  3859 431.66904863575337
rmse when k is  3860 431.66904863575337
rmse when k is  3861 431.66904863575337
rmse when k is  3862 431.66904863575337
rmse when k is  3863 431.66904863575337
rmse when k is  3864 431.66904863575337
rmse when k is  3865 431.66904863575337
rmse when k is  3866 431.66904863575337
rmse when k is  3867 431.66904863575337
rmse when k is  3868 431.66904863575337
rmse when k is  3869 431.66904863575337
rmse when k is  3870 431.66904863575337
rmse when k is  3871 431.66904863575337
rmse when k is  3872 431.66904863575337
rmse when k is  3873 431.66904863575337
rmse when k is  3874 431.66904863575337
rmse when k is  3875 431.66904863575337
rmse when k is  3876 431.66904863575337
rmse when k is  3877 431.66904863575337
rmse when k is  3878 431.66904863575337
rmse when k is  3879 431.66904863575337
rmse when k is  3880 431.66904863575337
rmse when k is  3881 431.66904863575337
rmse when k is  3882 431.66904863575337
rmse when k is  3883 431.66904863575337
rmse when k is  3884 431.66904863575337
rmse when k is  3885 431.66904863575337
rmse when k is  3886 431.66904863575337
rmse when k is  3887 431.66904863575337
rmse when k is  3888 431.66904863575337
rmse when k is  3889 431.66904863575337
rmse when k is  3890 431.66904863575337
rmse when k is  3891 431.66904863575337
rmse when k is  3892 431.66904863575337
rmse when k is  3893 431.66904863575337
rmse when k is  3894 431.66904863575337
rmse when k is  3895 431.66904863575337
rmse when k is  3896 431.66904863575337
rmse when k is  3897 431.66904863575337
rmse when k is  3898 431.66904863575337
rmse when k is  3899 431.66904863575337
rmse when k is  3900 431.66904863575337
rmse when k is  3901 431.66904863575337
rmse when k is  3902 431.66904863575337
rmse when k is  3903 431.66904863575337
rmse when k is  3904 431.66904863575337
rmse when k is  3905 431.66904863575337
rmse when k is  3906 431.66904863575337
rmse when k is  3907 431.66904863575337
rmse when k is  3908 431.66904863575337
rmse when k is  3909 431.66904863575337
rmse when k is  3910 431.66904863575337
rmse when k is  3911 431.66904863575337
rmse when k is  3912 431.66904863575337
rmse when k is  3913 431.66904863575337
rmse when k is  3914 431.66904863575337
rmse when k is  3915 431.66904863575337
rmse when k is  3916 431.66904863575337
rmse when k is  3917 431.66904863575337
rmse when k is  3918 431.66904863575337
rmse when k is  3919 431.66904863575337
rmse when k is  3920 431.66904863575337
rmse when k is  3921 431.66904863575337
rmse when k is  3922 431.66904863575337
rmse when k is  3923 431.66904863575337
rmse when k is  3924 431.66904863575337
rmse when k is  3925 431.66904863575337
rmse when k is  3926 431.66904863575337
rmse when k is  3927 431.66904863575337
rmse when k is  3928 431.66904863575337
rmse when k is  3929 431.66904863575337
rmse when k is  3930 431.66904863575337
rmse when k is  3931 431.66904863575337
rmse when k is  3932 431.66904863575337
rmse when k is  3933 431.66904863575337
rmse when k is  3934 431.66904863575337
rmse when k is  3935 431.66904863575337
rmse when k is  3936 431.66904863575337
rmse when k is  3937 431.66904863575337
rmse when k is  3938 431.66904863575337
rmse when k is  3939 431.66904863575337
rmse when k is  3940 431.66904863575337
rmse when k is  3941 431.66904863575337
rmse when k is  3942 431.66904863575337
rmse when k is  3943 431.66904863575337
rmse when k is  3944 431.66904863575337
rmse when k is  3945 431.66904863575337
rmse when k is  3946 431.66904863575337
rmse when k is  3947 431.66904863575337
rmse when k is  3948 431.66904863575337
rmse when k is  3949 431.66904863575337
rmse when k is  3950 431.66904863575337
rmse when k is  3951 431.66904863575337
rmse when k is  3952 431.66904863575337
rmse when k is  3953 431.66904863575337
rmse when k is  3954 431.66904863575337
rmse when k is  3955 431.66904863575337
rmse when k is  3956 431.66904863575337
rmse when k is  3957 431.66904863575337
rmse when k is  3958 431.66904863575337
rmse when k is  3959 431.66904863575337
rmse when k is  3960 431.66904863575337
rmse when k is  3961 431.66904863575337
rmse when k is  3962 431.66904863575337
rmse when k is  3963 431.66904863575337
rmse when k is  3964 431.66904863575337
rmse when k is  3965 431.66904863575337
rmse when k is  3966 431.66904863575337
rmse when k is  3967 431.66904863575337
rmse when k is  3968 431.66904863575337
rmse when k is  3969 431.66904863575337
rmse when k is  3970 431.66904863575337
rmse when k is  3971 431.66904863575337
rmse when k is  3972 431.66904863575337
rmse when k is  3973 431.66904863575337
rmse when k is  3974 431.66904863575337
rmse when k is  3975 431.66904863575337
rmse when k is  3976 431.66904863575337
rmse when k is  3977 431.66904863575337
rmse when k is  3978 431.66904863575337
rmse when k is  3979 431.66904863575337
rmse when k is  3980 431.66904863575337
rmse when k is  3981 431.66904863575337
rmse when k is  3982 431.66904863575337
rmse when k is  3983 431.66904863575337
rmse when k is  3984 431.66904863575337
rmse when k is  3985 431.66904863575337
rmse when k is  3986 431.66904863575337
rmse when k is  3987 431.66904863575337
rmse when k is  3988 431.66904863575337
rmse when k is  3989 431.66904863575337
rmse when k is  3990 431.66904863575337
rmse when k is  3991 431.66904863575337
rmse when k is  3992 431.66904863575337
rmse when k is  3993 431.66904863575337
rmse when k is  3994 431.66904863575337
rmse when k is  3995 431.66904863575337
rmse when k is  3996 431.66904863575337
rmse when k is  3997 431.66904863575337
rmse when k is  3998 431.66904863575337
rmse when k is  3999 431.66904863575337
rmse when k is  4000 431.66904863575337
rmse when k is  4001 431.66904863575337
rmse when k is  4002 431.66904863575337
rmse when k is  4003 431.66904863575337
rmse when k is  4004 431.66904863575337
rmse when k is  4005 431.66904863575337
rmse when k is  4006 431.66904863575337
rmse when k is  4007 431.66904863575337
rmse when k is  4008 431.66904863575337
rmse when k is  4009 431.66904863575337
rmse when k is  4010 431.66904863575337
rmse when k is  4011 431.66904863575337
rmse when k is  4012 431.66904863575337
rmse when k is  4013 431.66904863575337
rmse when k is  4014 431.66904863575337
rmse when k is  4015 431.66904863575337
rmse when k is  4016 431.66904863575337
rmse when k is  4017 431.66904863575337
rmse when k is  4018 431.66904863575337
rmse when k is  4019 431.66904863575337
rmse when k is  4020 431.66904863575337
rmse when k is  4021 431.66904863575337
rmse when k is  4022 431.66904863575337
rmse when k is  4023 431.66904863575337
rmse when k is  4024 431.66904863575337
rmse when k is  4025 431.66904863575337
rmse when k is  4026 431.66904863575337
rmse when k is  4027 431.66904863575337
rmse when k is  4028 431.66904863575337
rmse when k is  4029 431.66904863575337
rmse when k is  4030 431.66904863575337
rmse when k is  4031 431.66904863575337
rmse when k is  4032 431.66904863575337
rmse when k is  4033 431.66904863575337
rmse when k is  4034 431.66904863575337
rmse when k is  4035 431.66904863575337
rmse when k is  4036 431.66904863575337
rmse when k is  4037 431.66904863575337
rmse when k is  4038 431.66904863575337
rmse when k is  4039 431.66904863575337
rmse when k is  4040 431.66904863575337
rmse when k is  4041 431.66904863575337
rmse when k is  4042 431.66904863575337
rmse when k is  4043 431.66904863575337
rmse when k is  4044 431.66904863575337
rmse when k is  4045 431.66904863575337
rmse when k is  4046 431.66904863575337
rmse when k is  4047 431.66904863575337
rmse when k is  4048 431.66904863575337
rmse when k is  4049 431.66904863575337
rmse when k is  4050 431.66904863575337
rmse when k is  4051 431.66904863575337
rmse when k is  4052 431.66904863575337
rmse when k is  4053 431.66904863575337
rmse when k is  4054 431.66904863575337
rmse when k is  4055 431.66904863575337
rmse when k is  4056 431.66904863575337
rmse when k is  4057 431.66904863575337
rmse when k is  4058 431.66904863575337
rmse when k is  4059 431.66904863575337
rmse when k is  4060 431.66904863575337
rmse when k is  4061 431.66904863575337
rmse when k is  4062 431.66904863575337
rmse when k is  4063 431.66904863575337
rmse when k is  4064 431.66904863575337
rmse when k is  4065 431.66904863575337
rmse when k is  4066 431.66904863575337
rmse when k is  4067 431.66904863575337
rmse when k is  4068 431.66904863575337
rmse when k is  4069 431.66904863575337
rmse when k is  4070 431.66904863575337
rmse when k is  4071 431.66904863575337
rmse when k is  4072 431.66904863575337
rmse when k is  4073 431.66904863575337
rmse when k is  4074 431.66904863575337
rmse when k is  4075 431.66904863575337
rmse when k is  4076 431.66904863575337
rmse when k is  4077 431.66904863575337
rmse when k is  4078 431.66904863575337
rmse when k is  4079 431.66904863575337
rmse when k is  4080 431.66904863575337
rmse when k is  4081 431.66904863575337
rmse when k is  4082 431.66904863575337
rmse when k is  4083 431.66904863575337
rmse when k is  4084 431.66904863575337
rmse when k is  4085 431.66904863575337
rmse when k is  4086 431.66904863575337
rmse when k is  4087 431.66904863575337
rmse when k is  4088 431.66904863575337
rmse when k is  4089 431.66904863575337
rmse when k is  4090 431.66904863575337
rmse when k is  4091 431.66904863575337
rmse when k is  4092 431.66904863575337
rmse when k is  4093 431.66904863575337
rmse when k is  4094 431.66904863575337
rmse when k is  4095 431.66904863575337
rmse when k is  4096 431.66904863575337
rmse when k is  4097 431.66904863575337
rmse when k is  4098 431.66904863575337
rmse when k is  4099 431.66904863575337
rmse when k is  4100 431.66904863575337
rmse when k is  4101 431.66904863575337
rmse when k is  4102 431.66904863575337
rmse when k is  4103 431.66904863575337
rmse when k is  4104 431.66904863575337
rmse when k is  4105 431.66904863575337
rmse when k is  4106 431.66904863575337
rmse when k is  4107 431.66904863575337
rmse when k is  4108 431.66904863575337
rmse when k is  4109 431.66904863575337
rmse when k is  4110 431.66904863575337
rmse when k is  4111 431.66904863575337
rmse when k is  4112 431.66904863575337
rmse when k is  4113 431.66904863575337
rmse when k is  4114 431.66904863575337
rmse when k is  4115 431.66904863575337
rmse when k is  4116 431.66904863575337
rmse when k is  4117 431.66904863575337
rmse when k is  4118 431.66904863575337
rmse when k is  4119 431.66904863575337
rmse when k is  4120 431.66904863575337
rmse when k is  4121 431.66904863575337
rmse when k is  4122 431.66904863575337
rmse when k is  4123 431.66904863575337
rmse when k is  4124 431.66904863575337
rmse when k is  4125 431.66904863575337
rmse when k is  4126 431.66904863575337
rmse when k is  4127 431.66904863575337
rmse when k is  4128 431.66904863575337
rmse when k is  4129 431.66904863575337
rmse when k is  4130 431.66904863575337
rmse when k is  4131 431.66904863575337
rmse when k is  4132 431.66904863575337
rmse when k is  4133 431.66904863575337
rmse when k is  4134 431.66904863575337
rmse when k is  4135 431.66904863575337
rmse when k is  4136 431.66904863575337
rmse when k is  4137 431.66904863575337
rmse when k is  4138 431.66904863575337
rmse when k is  4139 431.66904863575337
rmse when k is  4140 431.66904863575337
rmse when k is  4141 431.66904863575337
rmse when k is  4142 431.66904863575337
rmse when k is  4143 431.66904863575337
rmse when k is  4144 431.66904863575337
rmse when k is  4145 431.66904863575337
rmse when k is  4146 431.66904863575337
rmse when k is  4147 431.66904863575337
rmse when k is  4148 431.66904863575337
rmse when k is  4149 431.66904863575337
rmse when k is  4150 431.66904863575337
rmse when k is  4151 431.66904863575337
rmse when k is  4152 431.66904863575337
rmse when k is  4153 431.66904863575337
rmse when k is  4154 431.66904863575337
rmse when k is  4155 431.66904863575337
rmse when k is  4156 431.66904863575337
rmse when k is  4157 431.66904863575337
rmse when k is  4158 431.66904863575337
rmse when k is  4159 431.66904863575337
rmse when k is  4160 431.66904863575337
rmse when k is  4161 431.66904863575337
rmse when k is  4162 431.66904863575337
rmse when k is  4163 431.66904863575337
rmse when k is  4164 431.66904863575337
rmse when k is  4165 431.66904863575337
rmse when k is  4166 431.66904863575337
rmse when k is  4167 431.66904863575337
rmse when k is  4168 431.66904863575337
rmse when k is  4169 431.66904863575337
rmse when k is  4170 431.66904863575337
rmse when k is  4171 431.66904863575337
rmse when k is  4172 431.66904863575337
rmse when k is  4173 431.66904863575337
rmse when k is  4174 431.66904863575337
rmse when k is  4175 431.66904863575337
rmse when k is  4176 431.66904863575337
rmse when k is  4177 431.66904863575337
rmse when k is  4178 431.66904863575337
rmse when k is  4179 431.66904863575337
rmse when k is  4180 431.66904863575337
rmse when k is  4181 431.66904863575337
rmse when k is  4182 431.66904863575337
rmse when k is  4183 431.66904863575337
rmse when k is  4184 431.66904863575337
rmse when k is  4185 431.66904863575337
rmse when k is  4186 431.66904863575337
rmse when k is  4187 431.66904863575337
rmse when k is  4188 431.66904863575337
rmse when k is  4189 431.66904863575337
rmse when k is  4190 431.66904863575337
rmse when k is  4191 431.66904863575337
rmse when k is  4192 431.66904863575337
rmse when k is  4193 431.66904863575337
rmse when k is  4194 431.66904863575337
rmse when k is  4195 431.66904863575337
rmse when k is  4196 431.66904863575337
rmse when k is  4197 431.66904863575337
rmse when k is  4198 431.66904863575337
rmse when k is  4199 431.66904863575337
rmse when k is  4200 431.66904863575337
rmse when k is  4201 431.66904863575337
rmse when k is  4202 431.66904863575337
rmse when k is  4203 431.66904863575337
rmse when k is  4204 431.66904863575337
rmse when k is  4205 431.66904863575337
rmse when k is  4206 431.66904863575337
rmse when k is  4207 431.66904863575337
rmse when k is  4208 431.66904863575337
rmse when k is  4209 431.66904863575337
rmse when k is  4210 431.66904863575337
rmse when k is  4211 431.66904863575337
rmse when k is  4212 431.66904863575337
rmse when k is  4213 431.66904863575337
rmse when k is  4214 431.66904863575337
rmse when k is  4215 431.66904863575337
rmse when k is  4216 431.66904863575337
rmse when k is  4217 431.66904863575337
rmse when k is  4218 431.66904863575337
rmse when k is  4219 431.66904863575337
rmse when k is  4220 431.66904863575337
rmse when k is  4221 431.66904863575337
rmse when k is  4222 431.66904863575337
rmse when k is  4223 431.66904863575337
rmse when k is  4224 431.66904863575337
rmse when k is  4225 431.66904863575337
rmse when k is  4226 431.66904863575337
rmse when k is  4227 431.66904863575337
rmse when k is  4228 431.66904863575337
rmse when k is  4229 431.66904863575337
rmse when k is  4230 431.66904863575337
rmse when k is  4231 431.66904863575337
rmse when k is  4232 431.66904863575337
rmse when k is  4233 431.66904863575337
rmse when k is  4234 431.66904863575337
rmse when k is  4235 431.66904863575337
rmse when k is  4236 431.66904863575337
rmse when k is  4237 431.66904863575337
rmse when k is  4238 431.66904863575337
rmse when k is  4239 431.66904863575337
rmse when k is  4240 431.66904863575337
rmse when k is  4241 431.66904863575337
rmse when k is  4242 431.66904863575337
rmse when k is  4243 431.66904863575337
rmse when k is  4244 431.66904863575337
rmse when k is  4245 431.66904863575337
rmse when k is  4246 431.66904863575337
rmse when k is  4247 431.66904863575337
rmse when k is  4248 431.66904863575337
rmse when k is  4249 431.66904863575337
rmse when k is  4250 431.66904863575337
rmse when k is  4251 431.66904863575337
rmse when k is  4252 431.66904863575337
rmse when k is  4253 431.66904863575337
rmse when k is  4254 431.66904863575337
rmse when k is  4255 431.66904863575337
rmse when k is  4256 431.66904863575337
rmse when k is  4257 431.66904863575337
rmse when k is  4258 431.66904863575337
rmse when k is  4259 431.66904863575337
rmse when k is  4260 431.66904863575337
rmse when k is  4261 431.66904863575337
rmse when k is  4262 431.66904863575337
rmse when k is  4263 431.66904863575337
rmse when k is  4264 431.66904863575337
rmse when k is  4265 431.66904863575337
rmse when k is  4266 431.66904863575337
rmse when k is  4267 431.66904863575337
rmse when k is  4268 431.66904863575337
rmse when k is  4269 431.66904863575337
rmse when k is  4270 431.66904863575337
rmse when k is  4271 431.66904863575337
rmse when k is  4272 431.66904863575337
rmse when k is  4273 431.66904863575337
rmse when k is  4274 431.66904863575337
rmse when k is  4275 431.66904863575337
rmse when k is  4276 431.66904863575337
rmse when k is  4277 431.66904863575337
rmse when k is  4278 431.66904863575337
rmse when k is  4279 431.66904863575337
rmse when k is  4280 431.66904863575337
rmse when k is  4281 431.66904863575337
rmse when k is  4282 431.66904863575337
rmse when k is  4283 431.66904863575337
rmse when k is  4284 431.66904863575337
rmse when k is  4285 431.66904863575337
rmse when k is  4286 431.66904863575337
rmse when k is  4287 431.66904863575337
rmse when k is  4288 431.66904863575337
rmse when k is  4289 431.66904863575337
rmse when k is  4290 431.66904863575337
rmse when k is  4291 431.66904863575337
rmse when k is  4292 431.66904863575337
rmse when k is  4293 431.66904863575337
rmse when k is  4294 431.66904863575337
rmse when k is  4295 431.66904863575337
rmse when k is  4296 431.66904863575337
rmse when k is  4297 431.66904863575337
rmse when k is  4298 431.66904863575337
rmse when k is  4299 431.66904863575337
rmse when k is  4300 431.66904863575337
rmse when k is  4301 431.66904863575337
rmse when k is  4302 431.66904863575337
rmse when k is  4303 431.66904863575337
rmse when k is  4304 431.66904863575337
rmse when k is  4305 431.66904863575337
rmse when k is  4306 431.66904863575337
rmse when k is  4307 431.66904863575337
rmse when k is  4308 431.66904863575337
rmse when k is  4309 431.66904863575337
rmse when k is  4310 431.66904863575337
rmse when k is  4311 431.66904863575337
rmse when k is  4312 431.66904863575337
rmse when k is  4313 431.66904863575337
rmse when k is  4314 431.66904863575337
rmse when k is  4315 431.66904863575337
rmse when k is  4316 431.66904863575337
rmse when k is  4317 431.66904863575337
rmse when k is  4318 431.66904863575337
rmse when k is  4319 431.66904863575337
rmse when k is  4320 431.66904863575337
rmse when k is  4321 431.66904863575337
rmse when k is  4322 431.66904863575337
rmse when k is  4323 431.66904863575337
rmse when k is  4324 431.66904863575337
rmse when k is  4325 431.66904863575337
rmse when k is  4326 431.66904863575337
rmse when k is  4327 431.66904863575337
rmse when k is  4328 431.66904863575337
rmse when k is  4329 431.66904863575337
rmse when k is  4330 431.66904863575337
rmse when k is  4331 431.66904863575337
rmse when k is  4332 431.66904863575337
rmse when k is  4333 431.66904863575337
rmse when k is  4334 431.66904863575337
rmse when k is  4335 431.66904863575337
rmse when k is  4336 431.66904863575337
rmse when k is  4337 431.66904863575337
rmse when k is  4338 431.66904863575337
rmse when k is  4339 431.66904863575337
rmse when k is  4340 431.66904863575337
rmse when k is  4341 431.66904863575337
rmse when k is  4342 431.66904863575337
rmse when k is  4343 431.66904863575337
rmse when k is  4344 431.66904863575337
rmse when k is  4345 431.66904863575337
rmse when k is  4346 431.66904863575337
rmse when k is  4347 431.66904863575337
rmse when k is  4348 431.66904863575337
rmse when k is  4349 431.66904863575337
rmse when k is  4350 431.66904863575337
rmse when k is  4351 431.66904863575337
rmse when k is  4352 431.66904863575337
rmse when k is  4353 431.66904863575337
rmse when k is  4354 431.66904863575337
rmse when k is  4355 431.66904863575337
rmse when k is  4356 431.66904863575337
rmse when k is  4357 431.66904863575337
rmse when k is  4358 431.66904863575337
rmse when k is  4359 431.66904863575337
rmse when k is  4360 431.66904863575337
rmse when k is  4361 431.66904863575337
rmse when k is  4362 431.66904863575337
rmse when k is  4363 431.66904863575337
rmse when k is  4364 431.66904863575337
rmse when k is  4365 431.66904863575337
rmse when k is  4366 431.66904863575337
rmse when k is  4367 431.66904863575337
rmse when k is  4368 431.66904863575337
rmse when k is  4369 431.66904863575337
rmse when k is  4370 431.66904863575337
rmse when k is  4371 431.66904863575337
rmse when k is  4372 431.66904863575337
rmse when k is  4373 431.66904863575337
rmse when k is  4374 431.66904863575337
rmse when k is  4375 431.66904863575337
rmse when k is  4376 431.66904863575337
rmse when k is  4377 431.66904863575337
rmse when k is  4378 431.66904863575337
rmse when k is  4379 431.66904863575337
rmse when k is  4380 431.66904863575337
rmse when k is  4381 431.66904863575337
rmse when k is  4382 431.66904863575337
rmse when k is  4383 431.66904863575337
rmse when k is  4384 431.66904863575337
rmse when k is  4385 431.66904863575337
rmse when k is  4386 431.66904863575337
rmse when k is  4387 431.66904863575337
rmse when k is  4388 431.66904863575337
rmse when k is  4389 431.66904863575337
rmse when k is  4390 431.66904863575337
rmse when k is  4391 431.66904863575337
rmse when k is  4392 431.66904863575337
rmse when k is  4393 431.66904863575337
rmse when k is  4394 431.66904863575337
rmse when k is  4395 431.66904863575337
rmse when k is  4396 431.66904863575337
rmse when k is  4397 431.66904863575337
rmse when k is  4398 431.66904863575337
rmse when k is  4399 431.66904863575337
rmse when k is  4400 431.66904863575337
rmse when k is  4401 431.66904863575337
rmse when k is  4402 431.66904863575337
rmse when k is  4403 431.66904863575337
rmse when k is  4404 431.66904863575337
rmse when k is  4405 431.66904863575337
rmse when k is  4406 431.66904863575337
rmse when k is  4407 431.66904863575337
rmse when k is  4408 431.66904863575337
rmse when k is  4409 431.66904863575337
rmse when k is  4410 431.66904863575337
rmse when k is  4411 431.66904863575337
rmse when k is  4412 431.66904863575337
rmse when k is  4413 431.66904863575337
rmse when k is  4414 431.66904863575337
rmse when k is  4415 431.66904863575337
rmse when k is  4416 431.66904863575337
rmse when k is  4417 431.66904863575337
rmse when k is  4418 431.66904863575337
rmse when k is  4419 431.66904863575337
rmse when k is  4420 431.66904863575337
rmse when k is  4421 431.66904863575337
rmse when k is  4422 431.66904863575337
rmse when k is  4423 431.66904863575337
rmse when k is  4424 431.66904863575337
rmse when k is  4425 431.66904863575337
rmse when k is  4426 431.66904863575337
rmse when k is  4427 431.66904863575337
rmse when k is  4428 431.66904863575337
rmse when k is  4429 431.66904863575337
rmse when k is  4430 431.66904863575337
rmse when k is  4431 431.66904863575337
rmse when k is  4432 431.66904863575337
rmse when k is  4433 431.66904863575337
rmse when k is  4434 431.66904863575337
rmse when k is  4435 431.66904863575337
rmse when k is  4436 431.66904863575337
rmse when k is  4437 431.66904863575337
rmse when k is  4438 431.66904863575337
rmse when k is  4439 431.66904863575337
rmse when k is  4440 431.66904863575337
rmse when k is  4441 431.66904863575337
rmse when k is  4442 431.66904863575337
rmse when k is  4443 431.66904863575337
rmse when k is  4444 431.66904863575337
rmse when k is  4445 431.66904863575337
rmse when k is  4446 431.66904863575337
rmse when k is  4447 431.66904863575337
rmse when k is  4448 431.66904863575337
rmse when k is  4449 431.66904863575337
rmse when k is  4450 431.66904863575337
rmse when k is  4451 431.66904863575337
rmse when k is  4452 431.66904863575337
rmse when k is  4453 431.66904863575337
rmse when k is  4454 431.66904863575337
rmse when k is  4455 431.66904863575337
rmse when k is  4456 431.66904863575337
rmse when k is  4457 431.66904863575337
rmse when k is  4458 431.66904863575337
rmse when k is  4459 431.66904863575337
rmse when k is  4460 431.66904863575337
rmse when k is  4461 431.66904863575337
rmse when k is  4462 431.66904863575337
rmse when k is  4463 431.66904863575337
rmse when k is  4464 431.66904863575337
rmse when k is  4465 431.66904863575337
rmse when k is  4466 431.66904863575337
rmse when k is  4467 431.66904863575337
rmse when k is  4468 431.66904863575337
rmse when k is  4469 431.66904863575337
rmse when k is  4470 431.66904863575337
rmse when k is  4471 431.66904863575337
rmse when k is  4472 431.66904863575337
rmse when k is  4473 431.66904863575337
rmse when k is  4474 431.66904863575337
rmse when k is  4475 431.66904863575337
rmse when k is  4476 431.66904863575337
rmse when k is  4477 431.66904863575337
rmse when k is  4478 431.66904863575337
rmse when k is  4479 431.66904863575337
rmse when k is  4480 431.66904863575337
rmse when k is  4481 431.66904863575337
rmse when k is  4482 431.66904863575337
rmse when k is  4483 431.66904863575337
rmse when k is  4484 431.66904863575337
rmse when k is  4485 431.66904863575337
rmse when k is  4486 431.66904863575337
rmse when k is  4487 431.66904863575337
rmse when k is  4488 431.66904863575337
rmse when k is  4489 431.66904863575337
rmse when k is  4490 431.66904863575337
rmse when k is  4491 431.66904863575337
rmse when k is  4492 431.66904863575337
rmse when k is  4493 431.66904863575337
rmse when k is  4494 431.66904863575337
rmse when k is  4495 431.66904863575337
rmse when k is  4496 431.66904863575337
rmse when k is  4497 431.66904863575337
rmse when k is  4498 431.66904863575337
rmse when k is  4499 431.66904863575337
rmse when k is  4500 431.66904863575337
rmse when k is  4501 431.66904863575337
rmse when k is  4502 431.66904863575337
rmse when k is  4503 431.66904863575337
rmse when k is  4504 431.66904863575337
rmse when k is  4505 431.66904863575337
rmse when k is  4506 431.66904863575337
rmse when k is  4507 431.66904863575337
rmse when k is  4508 431.66904863575337
rmse when k is  4509 431.66904863575337
rmse when k is  4510 431.66904863575337
rmse when k is  4511 431.66904863575337
rmse when k is  4512 431.66904863575337
rmse when k is  4513 431.66904863575337
rmse when k is  4514 431.66904863575337
rmse when k is  4515 431.66904863575337
rmse when k is  4516 431.66904863575337
rmse when k is  4517 431.66904863575337
rmse when k is  4518 431.66904863575337
rmse when k is  4519 431.66904863575337
rmse when k is  4520 431.66904863575337
rmse when k is  4521 431.66904863575337
rmse when k is  4522 431.66904863575337
rmse when k is  4523 431.66904863575337
rmse when k is  4524 431.66904863575337
rmse when k is  4525 431.66904863575337
rmse when k is  4526 431.66904863575337
rmse when k is  4527 431.66904863575337
rmse when k is  4528 431.66904863575337
rmse when k is  4529 431.66904863575337
rmse when k is  4530 431.66904863575337
rmse when k is  4531 431.66904863575337
rmse when k is  4532 431.66904863575337
rmse when k is  4533 431.66904863575337
rmse when k is  4534 431.66904863575337
rmse when k is  4535 431.66904863575337
rmse when k is  4536 431.66904863575337
rmse when k is  4537 431.66904863575337
rmse when k is  4538 431.66904863575337
rmse when k is  4539 431.66904863575337
rmse when k is  4540 431.66904863575337
rmse when k is  4541 431.66904863575337
rmse when k is  4542 431.66904863575337
rmse when k is  4543 431.66904863575337
rmse when k is  4544 431.66904863575337
rmse when k is  4545 431.66904863575337
rmse when k is  4546 431.66904863575337
rmse when k is  4547 431.66904863575337
rmse when k is  4548 431.66904863575337
rmse when k is  4549 431.66904863575337
rmse when k is  4550 431.66904863575337
rmse when k is  4551 431.66904863575337
rmse when k is  4552 431.66904863575337
rmse when k is  4553 431.66904863575337
rmse when k is  4554 431.66904863575337
rmse when k is  4555 431.66904863575337
rmse when k is  4556 431.66904863575337
rmse when k is  4557 431.66904863575337
rmse when k is  4558 431.66904863575337
rmse when k is  4559 431.66904863575337
rmse when k is  4560 431.66904863575337
rmse when k is  4561 431.66904863575337
rmse when k is  4562 431.66904863575337
rmse when k is  4563 431.66904863575337
rmse when k is  4564 431.66904863575337
rmse when k is  4565 431.66904863575337
rmse when k is  4566 431.66904863575337
rmse when k is  4567 431.66904863575337
rmse when k is  4568 431.66904863575337
rmse when k is  4569 431.66904863575337
rmse when k is  4570 431.66904863575337
rmse when k is  4571 431.66904863575337
rmse when k is  4572 431.66904863575337
rmse when k is  4573 431.66904863575337
rmse when k is  4574 431.66904863575337
rmse when k is  4575 431.66904863575337
rmse when k is  4576 431.66904863575337
rmse when k is  4577 431.66904863575337
rmse when k is  4578 431.66904863575337
rmse when k is  4579 431.66904863575337
rmse when k is  4580 431.66904863575337
rmse when k is  4581 431.66904863575337
rmse when k is  4582 431.66904863575337
rmse when k is  4583 431.66904863575337
rmse when k is  4584 431.66904863575337
rmse when k is  4585 431.66904863575337
rmse when k is  4586 431.66904863575337
rmse when k is  4587 431.66904863575337
rmse when k is  4588 431.66904863575337
rmse when k is  4589 431.66904863575337
rmse when k is  4590 431.66904863575337
rmse when k is  4591 431.66904863575337
rmse when k is  4592 431.66904863575337
rmse when k is  4593 431.66904863575337
rmse when k is  4594 431.66904863575337
rmse when k is  4595 431.66904863575337
rmse when k is  4596 431.66904863575337
rmse when k is  4597 431.66904863575337
rmse when k is  4598 431.66904863575337
rmse when k is  4599 431.66904863575337
rmse when k is  4600 431.66904863575337
rmse when k is  4601 431.66904863575337
rmse when k is  4602 431.66904863575337
rmse when k is  4603 431.66904863575337
rmse when k is  4604 431.66904863575337
rmse when k is  4605 431.66904863575337
rmse when k is  4606 431.66904863575337
rmse when k is  4607 431.66904863575337
rmse when k is  4608 431.66904863575337
rmse when k is  4609 431.66904863575337
rmse when k is  4610 431.66904863575337
rmse when k is  4611 431.66904863575337
rmse when k is  4612 431.66904863575337
rmse when k is  4613 431.66904863575337
rmse when k is  4614 431.66904863575337
rmse when k is  4615 431.66904863575337
rmse when k is  4616 431.66904863575337
rmse when k is  4617 431.66904863575337
rmse when k is  4618 431.66904863575337
rmse when k is  4619 431.66904863575337
rmse when k is  4620 431.66904863575337
rmse when k is  4621 431.66904863575337
rmse when k is  4622 431.66904863575337
rmse when k is  4623 431.66904863575337
rmse when k is  4624 431.66904863575337
rmse when k is  4625 431.66904863575337
rmse when k is  4626 431.66904863575337
rmse when k is  4627 431.66904863575337
rmse when k is  4628 431.66904863575337
rmse when k is  4629 431.66904863575337
rmse when k is  4630 431.66904863575337
rmse when k is  4631 431.66904863575337
rmse when k is  4632 431.66904863575337
rmse when k is  4633 431.66904863575337
rmse when k is  4634 431.66904863575337
rmse when k is  4635 431.66904863575337
rmse when k is  4636 431.66904863575337
rmse when k is  4637 431.66904863575337
rmse when k is  4638 431.66904863575337
rmse when k is  4639 431.66904863575337
rmse when k is  4640 431.66904863575337
rmse when k is  4641 431.66904863575337
rmse when k is  4642 431.66904863575337
rmse when k is  4643 431.66904863575337
rmse when k is  4644 431.66904863575337
rmse when k is  4645 431.66904863575337
rmse when k is  4646 431.66904863575337
rmse when k is  4647 431.66904863575337
rmse when k is  4648 431.66904863575337
rmse when k is  4649 431.66904863575337
rmse when k is  4650 431.66904863575337
rmse when k is  4651 431.66904863575337
rmse when k is  4652 431.66904863575337
rmse when k is  4653 431.66904863575337
rmse when k is  4654 431.66904863575337
rmse when k is  4655 431.66904863575337
rmse when k is  4656 431.66904863575337
rmse when k is  4657 431.66904863575337
rmse when k is  4658 431.66904863575337
rmse when k is  4659 431.66904863575337
rmse when k is  4660 431.66904863575337
rmse when k is  4661 431.66904863575337
rmse when k is  4662 431.66904863575337
rmse when k is  4663 431.66904863575337
rmse when k is  4664 431.66904863575337
rmse when k is  4665 431.66904863575337
rmse when k is  4666 431.66904863575337
rmse when k is  4667 431.66904863575337
rmse when k is  4668 431.66904863575337
rmse when k is  4669 431.66904863575337
rmse when k is  4670 431.66904863575337
rmse when k is  4671 431.66904863575337
rmse when k is  4672 431.66904863575337
rmse when k is  4673 431.66904863575337
rmse when k is  4674 431.66904863575337
rmse when k is  4675 431.66904863575337
rmse when k is  4676 431.66904863575337
rmse when k is  4677 431.66904863575337
rmse when k is  4678 431.66904863575337
rmse when k is  4679 431.66904863575337
rmse when k is  4680 431.66904863575337
rmse when k is  4681 431.66904863575337
rmse when k is  4682 431.66904863575337
rmse when k is  4683 431.66904863575337
rmse when k is  4684 431.66904863575337
rmse when k is  4685 431.66904863575337
rmse when k is  4686 431.66904863575337
rmse when k is  4687 431.66904863575337
rmse when k is  4688 431.66904863575337
rmse when k is  4689 431.66904863575337
rmse when k is  4690 431.66904863575337
rmse when k is  4691 431.66904863575337
rmse when k is  4692 431.66904863575337
rmse when k is  4693 431.66904863575337
rmse when k is  4694 431.66904863575337
rmse when k is  4695 431.66904863575337
rmse when k is  4696 431.66904863575337
rmse when k is  4697 431.66904863575337
rmse when k is  4698 431.66904863575337
rmse when k is  4699 431.66904863575337
rmse when k is  4700 431.66904863575337
rmse when k is  4701 431.66904863575337
rmse when k is  4702 431.66904863575337
rmse when k is  4703 431.66904863575337
rmse when k is  4704 431.66904863575337
rmse when k is  4705 431.66904863575337
rmse when k is  4706 431.66904863575337
rmse when k is  4707 431.66904863575337
rmse when k is  4708 431.66904863575337
rmse when k is  4709 431.66904863575337
rmse when k is  4710 431.66904863575337
rmse when k is  4711 431.66904863575337
rmse when k is  4712 431.66904863575337
rmse when k is  4713 431.66904863575337
rmse when k is  4714 431.66904863575337
rmse when k is  4715 431.66904863575337
rmse when k is  4716 431.66904863575337
rmse when k is  4717 431.66904863575337
rmse when k is  4718 431.66904863575337
rmse when k is  4719 431.66904863575337
rmse when k is  4720 431.66904863575337
rmse when k is  4721 431.66904863575337
rmse when k is  4722 431.66904863575337
rmse when k is  4723 431.66904863575337
rmse when k is  4724 431.66904863575337
rmse when k is  4725 431.66904863575337
rmse when k is  4726 431.66904863575337
rmse when k is  4727 431.66904863575337
rmse when k is  4728 431.66904863575337
rmse when k is  4729 431.66904863575337
rmse when k is  4730 431.66904863575337
rmse when k is  4731 431.66904863575337
rmse when k is  4732 431.66904863575337
rmse when k is  4733 431.66904863575337
rmse when k is  4734 431.66904863575337
rmse when k is  4735 431.66904863575337
rmse when k is  4736 431.66904863575337
rmse when k is  4737 431.66904863575337
rmse when k is  4738 431.66904863575337
rmse when k is  4739 431.66904863575337
rmse when k is  4740 431.66904863575337
rmse when k is  4741 431.66904863575337
rmse when k is  4742 431.66904863575337
rmse when k is  4743 431.66904863575337
rmse when k is  4744 431.66904863575337
rmse when k is  4745 431.66904863575337
rmse when k is  4746 431.66904863575337
rmse when k is  4747 431.66904863575337
rmse when k is  4748 431.66904863575337
rmse when k is  4749 431.66904863575337
rmse when k is  4750 431.66904863575337
rmse when k is  4751 431.66904863575337
rmse when k is  4752 431.66904863575337
rmse when k is  4753 431.66904863575337
rmse when k is  4754 431.66904863575337
rmse when k is  4755 431.66904863575337
rmse when k is  4756 431.66904863575337
rmse when k is  4757 431.66904863575337
rmse when k is  4758 431.66904863575337
rmse when k is  4759 431.66904863575337
rmse when k is  4760 431.66904863575337
rmse when k is  4761 431.66904863575337
rmse when k is  4762 431.66904863575337
rmse when k is  4763 431.66904863575337
rmse when k is  4764 431.66904863575337
rmse when k is  4765 431.66904863575337
rmse when k is  4766 431.66904863575337
rmse when k is  4767 431.66904863575337
rmse when k is  4768 431.66904863575337
rmse when k is  4769 431.66904863575337
rmse when k is  4770 431.66904863575337
rmse when k is  4771 431.66904863575337
rmse when k is  4772 431.66904863575337
rmse when k is  4773 431.66904863575337
rmse when k is  4774 431.66904863575337
rmse when k is  4775 431.66904863575337
rmse when k is  4776 431.66904863575337
rmse when k is  4777 431.66904863575337
rmse when k is  4778 431.66904863575337
rmse when k is  4779 431.66904863575337
rmse when k is  4780 431.66904863575337
rmse when k is  4781 431.66904863575337
rmse when k is  4782 431.66904863575337
rmse when k is  4783 431.66904863575337
rmse when k is  4784 431.66904863575337
rmse when k is  4785 431.66904863575337
rmse when k is  4786 431.66904863575337
rmse when k is  4787 431.66904863575337
rmse when k is  4788 431.66904863575337
rmse when k is  4789 431.66904863575337
rmse when k is  4790 431.66904863575337
rmse when k is  4791 431.66904863575337
rmse when k is  4792 431.66904863575337
rmse when k is  4793 431.66904863575337
rmse when k is  4794 431.66904863575337
rmse when k is  4795 431.66904863575337
rmse when k is  4796 431.66904863575337
rmse when k is  4797 431.66904863575337
rmse when k is  4798 431.66904863575337
rmse when k is  4799 431.66904863575337
rmse when k is  4800 431.66904863575337
rmse when k is  4801 431.66904863575337
rmse when k is  4802 431.66904863575337
rmse when k is  4803 431.66904863575337
rmse when k is  4804 431.66904863575337
rmse when k is  4805 431.66904863575337
rmse when k is  4806 431.66904863575337
rmse when k is  4807 431.66904863575337
rmse when k is  4808 431.66904863575337
rmse when k is  4809 431.66904863575337
rmse when k is  4810 431.66904863575337
rmse when k is  4811 431.66904863575337
rmse when k is  4812 431.66904863575337
rmse when k is  4813 431.66904863575337
rmse when k is  4814 431.66904863575337
rmse when k is  4815 431.66904863575337
rmse when k is  4816 431.66904863575337
rmse when k is  4817 431.66904863575337
rmse when k is  4818 431.66904863575337
rmse when k is  4819 431.66904863575337
rmse when k is  4820 431.66904863575337
rmse when k is  4821 431.66904863575337
rmse when k is  4822 431.66904863575337
rmse when k is  4823 431.66904863575337
rmse when k is  4824 431.66904863575337
rmse when k is  4825 431.66904863575337
rmse when k is  4826 431.66904863575337
rmse when k is  4827 431.66904863575337
rmse when k is  4828 431.66904863575337
rmse when k is  4829 431.66904863575337
rmse when k is  4830 431.66904863575337
rmse when k is  4831 431.66904863575337
rmse when k is  4832 431.66904863575337
rmse when k is  4833 431.66904863575337
rmse when k is  4834 431.66904863575337
rmse when k is  4835 431.66904863575337
rmse when k is  4836 431.66904863575337
rmse when k is  4837 431.66904863575337
rmse when k is  4838 431.66904863575337
rmse when k is  4839 431.66904863575337
rmse when k is  4840 431.66904863575337
rmse when k is  4841 431.66904863575337
rmse when k is  4842 431.66904863575337
rmse when k is  4843 431.66904863575337
rmse when k is  4844 431.66904863575337
rmse when k is  4845 431.66904863575337
rmse when k is  4846 431.66904863575337
rmse when k is  4847 431.66904863575337
rmse when k is  4848 431.66904863575337
rmse when k is  4849 431.66904863575337
rmse when k is  4850 431.66904863575337
rmse when k is  4851 431.66904863575337
rmse when k is  4852 431.66904863575337
rmse when k is  4853 431.66904863575337
rmse when k is  4854 431.66904863575337
rmse when k is  4855 431.66904863575337
rmse when k is  4856 431.66904863575337
rmse when k is  4857 431.66904863575337
rmse when k is  4858 431.66904863575337
rmse when k is  4859 431.66904863575337
rmse when k is  4860 431.66904863575337
rmse when k is  4861 431.66904863575337
rmse when k is  4862 431.66904863575337
rmse when k is  4863 431.66904863575337
rmse when k is  4864 431.66904863575337
rmse when k is  4865 431.66904863575337
rmse when k is  4866 431.66904863575337
rmse when k is  4867 431.66904863575337
rmse when k is  4868 431.66904863575337
rmse when k is  4869 431.66904863575337
rmse when k is  4870 431.66904863575337
rmse when k is  4871 431.66904863575337
rmse when k is  4872 431.66904863575337
rmse when k is  4873 431.66904863575337
rmse when k is  4874 431.66904863575337
rmse when k is  4875 431.66904863575337
rmse when k is  4876 431.66904863575337
rmse when k is  4877 431.66904863575337
rmse when k is  4878 431.66904863575337
rmse when k is  4879 431.66904863575337
rmse when k is  4880 431.66904863575337
rmse when k is  4881 431.66904863575337
rmse when k is  4882 431.66904863575337
rmse when k is  4883 431.66904863575337
rmse when k is  4884 431.66904863575337
rmse when k is  4885 431.66904863575337
rmse when k is  4886 431.66904863575337
rmse when k is  4887 431.66904863575337
rmse when k is  4888 431.66904863575337
rmse when k is  4889 431.66904863575337
rmse when k is  4890 431.66904863575337
rmse when k is  4891 431.66904863575337
rmse when k is  4892 431.66904863575337
rmse when k is  4893 431.66904863575337
rmse when k is  4894 431.66904863575337
rmse when k is  4895 431.66904863575337
rmse when k is  4896 431.66904863575337
rmse when k is  4897 431.66904863575337
rmse when k is  4898 431.66904863575337
rmse when k is  4899 431.66904863575337
rmse when k is  4900 431.66904863575337
rmse when k is  4901 431.66904863575337
rmse when k is  4902 431.66904863575337
rmse when k is  4903 431.66904863575337
rmse when k is  4904 431.66904863575337
rmse when k is  4905 431.66904863575337
rmse when k is  4906 431.66904863575337
rmse when k is  4907 431.66904863575337
rmse when k is  4908 431.66904863575337
rmse when k is  4909 431.66904863575337
rmse when k is  4910 431.66904863575337
rmse when k is  4911 431.66904863575337
rmse when k is  4912 431.66904863575337
rmse when k is  4913 431.66904863575337
rmse when k is  4914 431.66904863575337
rmse when k is  4915 431.66904863575337
rmse when k is  4916 431.66904863575337
rmse when k is  4917 431.66904863575337
rmse when k is  4918 431.66904863575337
rmse when k is  4919 431.66904863575337
rmse when k is  4920 431.66904863575337
rmse when k is  4921 431.66904863575337
rmse when k is  4922 431.66904863575337
rmse when k is  4923 431.66904863575337
rmse when k is  4924 431.66904863575337
rmse when k is  4925 431.66904863575337
rmse when k is  4926 431.66904863575337
rmse when k is  4927 431.66904863575337
rmse when k is  4928 431.66904863575337
rmse when k is  4929 431.66904863575337
rmse when k is  4930 431.66904863575337
rmse when k is  4931 431.66904863575337
rmse when k is  4932 431.66904863575337
rmse when k is  4933 431.66904863575337
rmse when k is  4934 431.66904863575337
rmse when k is  4935 431.66904863575337
rmse when k is  4936 431.66904863575337
rmse when k is  4937 431.66904863575337
rmse when k is  4938 431.66904863575337
rmse when k is  4939 431.66904863575337
rmse when k is  4940 431.66904863575337
rmse when k is  4941 431.66904863575337
rmse when k is  4942 431.66904863575337
rmse when k is  4943 431.66904863575337
rmse when k is  4944 431.66904863575337
rmse when k is  4945 431.66904863575337
rmse when k is  4946 431.66904863575337
rmse when k is  4947 431.66904863575337
rmse when k is  4948 431.66904863575337
rmse when k is  4949 431.66904863575337
rmse when k is  4950 431.66904863575337
rmse when k is  4951 431.66904863575337
rmse when k is  4952 431.66904863575337
rmse when k is  4953 431.66904863575337
rmse when k is  4954 431.66904863575337
rmse when k is  4955 431.66904863575337
rmse when k is  4956 431.66904863575337
rmse when k is  4957 431.66904863575337
rmse when k is  4958 431.66904863575337
rmse when k is  4959 431.66904863575337
rmse when k is  4960 431.66904863575337
rmse when k is  4961 431.66904863575337
rmse when k is  4962 431.66904863575337
rmse when k is  4963 431.66904863575337
rmse when k is  4964 431.66904863575337
rmse when k is  4965 431.66904863575337
rmse when k is  4966 431.66904863575337
rmse when k is  4967 431.66904863575337
rmse when k is  4968 431.66904863575337
rmse when k is  4969 431.66904863575337
rmse when k is  4970 431.66904863575337
rmse when k is  4971 431.66904863575337
rmse when k is  4972 431.66904863575337
rmse when k is  4973 431.66904863575337
rmse when k is  4974 431.66904863575337
rmse when k is  4975 431.66904863575337
rmse when k is  4976 431.66904863575337
rmse when k is  4977 431.66904863575337
rmse when k is  4978 431.66904863575337
rmse when k is  4979 431.66904863575337
rmse when k is  4980 431.66904863575337
rmse when k is  4981 431.66904863575337
rmse when k is  4982 431.66904863575337
rmse when k is  4983 431.66904863575337
rmse when k is  4984 431.66904863575337
rmse when k is  4985 431.66904863575337
rmse when k is  4986 431.66904863575337
rmse when k is  4987 431.66904863575337
rmse when k is  4988 431.66904863575337
rmse when k is  4989 431.66904863575337
rmse when k is  4990 431.66904863575337
rmse when k is  4991 431.66904863575337
rmse when k is  4992 431.66904863575337
rmse when k is  4993 431.66904863575337
rmse when k is  4994 431.66904863575337
rmse when k is  4995 431.66904863575337
rmse when k is  4996 431.66904863575337
rmse when k is  4997 431.66904863575337
rmse when k is  4998 431.66904863575337
rmse when k is  4999 431.66904863575337
rmse when k is  5000 431.66904863575337
rmse when k is  5001 431.66904863575337
rmse when k is  5002 431.66904863575337
rmse when k is  5003 431.66904863575337
rmse when k is  5004 431.66904863575337
rmse when k is  5005 431.66904863575337
rmse when k is  5006 431.66904863575337
rmse when k is  5007 431.66904863575337
rmse when k is  5008 431.66904863575337
rmse when k is  5009 431.66904863575337
rmse when k is  5010 431.66904863575337
rmse when k is  5011 431.66904863575337
rmse when k is  5012 431.66904863575337
rmse when k is  5013 431.66904863575337
rmse when k is  5014 431.66904863575337
rmse when k is  5015 431.66904863575337
rmse when k is  5016 431.66904863575337
rmse when k is  5017 431.66904863575337
rmse when k is  5018 431.66904863575337
rmse when k is  5019 431.66904863575337
rmse when k is  5020 431.66904863575337
rmse when k is  5021 431.66904863575337
rmse when k is  5022 431.66904863575337
rmse when k is  5023 431.66904863575337
rmse when k is  5024 431.66904863575337
rmse when k is  5025 431.66904863575337
rmse when k is  5026 431.66904863575337
rmse when k is  5027 431.66904863575337
rmse when k is  5028 431.66904863575337
rmse when k is  5029 431.66904863575337
rmse when k is  5030 431.66904863575337
rmse when k is  5031 431.66904863575337
rmse when k is  5032 431.66904863575337
rmse when k is  5033 431.66904863575337
rmse when k is  5034 431.66904863575337
rmse when k is  5035 431.66904863575337
rmse when k is  5036 431.66904863575337
rmse when k is  5037 431.66904863575337
rmse when k is  5038 431.66904863575337
rmse when k is  5039 431.66904863575337
rmse when k is  5040 431.66904863575337
rmse when k is  5041 431.66904863575337
rmse when k is  5042 431.66904863575337
rmse when k is  5043 431.66904863575337
rmse when k is  5044 431.66904863575337
rmse when k is  5045 431.66904863575337
rmse when k is  5046 431.66904863575337
rmse when k is  5047 431.66904863575337
rmse when k is  5048 431.66904863575337
rmse when k is  5049 431.66904863575337
rmse when k is  5050 431.66904863575337
rmse when k is  5051 431.66904863575337
rmse when k is  5052 431.66904863575337
rmse when k is  5053 431.66904863575337
rmse when k is  5054 431.66904863575337
rmse when k is  5055 431.66904863575337
rmse when k is  5056 431.66904863575337
rmse when k is  5057 431.66904863575337
rmse when k is  5058 431.66904863575337
rmse when k is  5059 431.66904863575337
rmse when k is  5060 431.66904863575337
rmse when k is  5061 431.66904863575337
rmse when k is  5062 431.66904863575337
rmse when k is  5063 431.66904863575337
rmse when k is  5064 431.66904863575337
rmse when k is  5065 431.66904863575337
rmse when k is  5066 431.66904863575337
rmse when k is  5067 431.66904863575337
rmse when k is  5068 431.66904863575337
rmse when k is  5069 431.66904863575337
rmse when k is  5070 431.66904863575337
rmse when k is  5071 431.66904863575337
rmse when k is  5072 431.66904863575337
rmse when k is  5073 431.66904863575337
rmse when k is  5074 431.66904863575337
rmse when k is  5075 431.66904863575337
rmse when k is  5076 431.66904863575337
rmse when k is  5077 431.66904863575337
rmse when k is  5078 431.66904863575337
rmse when k is  5079 431.66904863575337
rmse when k is  5080 431.66904863575337
rmse when k is  5081 431.66904863575337
rmse when k is  5082 431.66904863575337
rmse when k is  5083 431.66904863575337
rmse when k is  5084 431.66904863575337
rmse when k is  5085 431.66904863575337
rmse when k is  5086 431.66904863575337
rmse when k is  5087 431.66904863575337
rmse when k is  5088 431.66904863575337
rmse when k is  5089 431.66904863575337
rmse when k is  5090 431.66904863575337
rmse when k is  5091 431.66904863575337
rmse when k is  5092 431.66904863575337
rmse when k is  5093 431.66904863575337
rmse when k is  5094 431.66904863575337
rmse when k is  5095 431.66904863575337
rmse when k is  5096 431.66904863575337
rmse when k is  5097 431.66904863575337
rmse when k is  5098 431.66904863575337
rmse when k is  5099 431.66904863575337
rmse when k is  5100 431.66904863575337
rmse when k is  5101 431.66904863575337
rmse when k is  5102 431.66904863575337
rmse when k is  5103 431.66904863575337
rmse when k is  5104 431.66904863575337
rmse when k is  5105 431.66904863575337
rmse when k is  5106 431.66904863575337
rmse when k is  5107 431.66904863575337
rmse when k is  5108 431.66904863575337
rmse when k is  5109 431.66904863575337
rmse when k is  5110 431.66904863575337
rmse when k is  5111 431.66904863575337
rmse when k is  5112 431.66904863575337
rmse when k is  5113 431.66904863575337
rmse when k is  5114 431.66904863575337
rmse when k is  5115 431.66904863575337
rmse when k is  5116 431.66904863575337
rmse when k is  5117 431.66904863575337
rmse when k is  5118 431.66904863575337
rmse when k is  5119 431.66904863575337
rmse when k is  5120 431.66904863575337
rmse when k is  5121 431.66904863575337
rmse when k is  5122 431.66904863575337
rmse when k is  5123 431.66904863575337
rmse when k is  5124 431.66904863575337
rmse when k is  5125 431.66904863575337
rmse when k is  5126 431.66904863575337
rmse when k is  5127 431.66904863575337
rmse when k is  5128 431.66904863575337
rmse when k is  5129 431.66904863575337
rmse when k is  5130 431.66904863575337
rmse when k is  5131 431.66904863575337
rmse when k is  5132 431.66904863575337
rmse when k is  5133 431.66904863575337
rmse when k is  5134 431.66904863575337
rmse when k is  5135 431.66904863575337
rmse when k is  5136 431.66904863575337
rmse when k is  5137 431.66904863575337
rmse when k is  5138 431.66904863575337
rmse when k is  5139 431.66904863575337
rmse when k is  5140 431.66904863575337
rmse when k is  5141 431.66904863575337
rmse when k is  5142 431.66904863575337
rmse when k is  5143 431.66904863575337
rmse when k is  5144 431.66904863575337
rmse when k is  5145 431.66904863575337
rmse when k is  5146 431.66904863575337
rmse when k is  5147 431.66904863575337
rmse when k is  5148 431.66904863575337
rmse when k is  5149 431.66904863575337
rmse when k is  5150 431.66904863575337
rmse when k is  5151 431.66904863575337
rmse when k is  5152 431.66904863575337
rmse when k is  5153 431.66904863575337
rmse when k is  5154 431.66904863575337
rmse when k is  5155 431.66904863575337
rmse when k is  5156 431.66904863575337
rmse when k is  5157 431.66904863575337
rmse when k is  5158 431.66904863575337
rmse when k is  5159 431.66904863575337
rmse when k is  5160 431.66904863575337
rmse when k is  5161 431.66904863575337
rmse when k is  5162 431.66904863575337
rmse when k is  5163 431.66904863575337
rmse when k is  5164 431.66904863575337
rmse when k is  5165 431.66904863575337
rmse when k is  5166 431.66904863575337
rmse when k is  5167 431.66904863575337
rmse when k is  5168 431.66904863575337
rmse when k is  5169 431.66904863575337
rmse when k is  5170 431.66904863575337
rmse when k is  5171 431.66904863575337
rmse when k is  5172 431.66904863575337
rmse when k is  5173 431.66904863575337
rmse when k is  5174 431.66904863575337
rmse when k is  5175 431.66904863575337
rmse when k is  5176 431.66904863575337
rmse when k is  5177 431.66904863575337
rmse when k is  5178 431.66904863575337
rmse when k is  5179 431.66904863575337
rmse when k is  5180 431.66904863575337
rmse when k is  5181 431.66904863575337
rmse when k is  5182 431.66904863575337
rmse when k is  5183 431.66904863575337
rmse when k is  5184 431.66904863575337
rmse when k is  5185 431.66904863575337
rmse when k is  5186 431.66904863575337
rmse when k is  5187 431.66904863575337
rmse when k is  5188 431.66904863575337
rmse when k is  5189 431.66904863575337
rmse when k is  5190 431.66904863575337
rmse when k is  5191 431.66904863575337
rmse when k is  5192 431.66904863575337
rmse when k is  5193 431.66904863575337
rmse when k is  5194 431.66904863575337
rmse when k is  5195 431.66904863575337
rmse when k is  5196 431.66904863575337
rmse when k is  5197 431.66904863575337
rmse when k is  5198 431.66904863575337
rmse when k is  5199 431.66904863575337
rmse when k is  5200 431.66904863575337
rmse when k is  5201 431.66904863575337
rmse when k is  5202 431.66904863575337
rmse when k is  5203 431.66904863575337
rmse when k is  5204 431.66904863575337
rmse when k is  5205 431.66904863575337
rmse when k is  5206 431.66904863575337
rmse when k is  5207 431.66904863575337
rmse when k is  5208 431.66904863575337
rmse when k is  5209 431.66904863575337
rmse when k is  5210 431.66904863575337
rmse when k is  5211 431.66904863575337
rmse when k is  5212 431.66904863575337
rmse when k is  5213 431.66904863575337
rmse when k is  5214 431.66904863575337
rmse when k is  5215 431.66904863575337
rmse when k is  5216 431.66904863575337
rmse when k is  5217 431.66904863575337
rmse when k is  5218 431.66904863575337
rmse when k is  5219 431.66904863575337
rmse when k is  5220 431.66904863575337
rmse when k is  5221 431.66904863575337
rmse when k is  5222 431.66904863575337
rmse when k is  5223 431.66904863575337
rmse when k is  5224 431.66904863575337
rmse when k is  5225 431.66904863575337
rmse when k is  5226 431.66904863575337
rmse when k is  5227 431.66904863575337
rmse when k is  5228 431.66904863575337
rmse when k is  5229 431.66904863575337
rmse when k is  5230 431.66904863575337
rmse when k is  5231 431.66904863575337
rmse when k is  5232 431.66904863575337
rmse when k is  5233 431.66904863575337
rmse when k is  5234 431.66904863575337
rmse when k is  5235 431.66904863575337
rmse when k is  5236 431.66904863575337
rmse when k is  5237 431.66904863575337
rmse when k is  5238 431.66904863575337
rmse when k is  5239 431.66904863575337
rmse when k is  5240 431.66904863575337
rmse when k is  5241 431.66904863575337
rmse when k is  5242 431.66904863575337
rmse when k is  5243 431.66904863575337
rmse when k is  5244 431.66904863575337
rmse when k is  5245 431.66904863575337
rmse when k is  5246 431.66904863575337
rmse when k is  5247 431.66904863575337
rmse when k is  5248 431.66904863575337
rmse when k is  5249 431.66904863575337
rmse when k is  5250 431.66904863575337
rmse when k is  5251 431.66904863575337
rmse when k is  5252 431.66904863575337
rmse when k is  5253 431.66904863575337
rmse when k is  5254 431.66904863575337
rmse when k is  5255 431.66904863575337
rmse when k is  5256 431.66904863575337
rmse when k is  5257 431.66904863575337
rmse when k is  5258 431.66904863575337
rmse when k is  5259 431.66904863575337
rmse when k is  5260 431.66904863575337
rmse when k is  5261 431.66904863575337
rmse when k is  5262 431.66904863575337
rmse when k is  5263 431.66904863575337
rmse when k is  5264 431.66904863575337
rmse when k is  5265 431.66904863575337
rmse when k is  5266 431.66904863575337
rmse when k is  5267 431.66904863575337
rmse when k is  5268 431.66904863575337
rmse when k is  5269 431.66904863575337
rmse when k is  5270 431.66904863575337
rmse when k is  5271 431.66904863575337
rmse when k is  5272 431.66904863575337
rmse when k is  5273 431.66904863575337
rmse when k is  5274 431.66904863575337
rmse when k is  5275 431.66904863575337
rmse when k is  5276 431.66904863575337
rmse when k is  5277 431.66904863575337
rmse when k is  5278 431.66904863575337
rmse when k is  5279 431.66904863575337
rmse when k is  5280 431.66904863575337
rmse when k is  5281 431.66904863575337
rmse when k is  5282 431.66904863575337
rmse when k is  5283 431.66904863575337
rmse when k is  5284 431.66904863575337
rmse when k is  5285 431.66904863575337
rmse when k is  5286 431.66904863575337
rmse when k is  5287 431.66904863575337
rmse when k is  5288 431.66904863575337
rmse when k is  5289 431.66904863575337
rmse when k is  5290 431.66904863575337
rmse when k is  5291 431.66904863575337
rmse when k is  5292 431.66904863575337
rmse when k is  5293 431.66904863575337
rmse when k is  5294 431.66904863575337
rmse when k is  5295 431.66904863575337
rmse when k is  5296 431.66904863575337
rmse when k is  5297 431.66904863575337
rmse when k is  5298 431.66904863575337
rmse when k is  5299 431.66904863575337
rmse when k is  5300 431.66904863575337
rmse when k is  5301 431.66904863575337
rmse when k is  5302 431.66904863575337
rmse when k is  5303 431.66904863575337
rmse when k is  5304 431.66904863575337
rmse when k is  5305 431.66904863575337
rmse when k is  5306 431.66904863575337
rmse when k is  5307 431.66904863575337
rmse when k is  5308 431.66904863575337
rmse when k is  5309 431.66904863575337
rmse when k is  5310 431.66904863575337
rmse when k is  5311 431.66904863575337
rmse when k is  5312 431.66904863575337
rmse when k is  5313 431.66904863575337
rmse when k is  5314 431.66904863575337
rmse when k is  5315 431.66904863575337
rmse when k is  5316 431.66904863575337
rmse when k is  5317 431.66904863575337
rmse when k is  5318 431.66904863575337
rmse when k is  5319 431.66904863575337
rmse when k is  5320 431.66904863575337
rmse when k is  5321 431.66904863575337
rmse when k is  5322 431.66904863575337
rmse when k is  5323 431.66904863575337
rmse when k is  5324 431.66904863575337
rmse when k is  5325 431.66904863575337
rmse when k is  5326 431.66904863575337
rmse when k is  5327 431.66904863575337
rmse when k is  5328 431.66904863575337
rmse when k is  5329 431.66904863575337
rmse when k is  5330 431.66904863575337
rmse when k is  5331 431.66904863575337
rmse when k is  5332 431.66904863575337
rmse when k is  5333 431.66904863575337
rmse when k is  5334 431.66904863575337
rmse when k is  5335 431.66904863575337
rmse when k is  5336 431.66904863575337
rmse when k is  5337 431.66904863575337
rmse when k is  5338 431.66904863575337
rmse when k is  5339 431.66904863575337
rmse when k is  5340 431.66904863575337
rmse when k is  5341 431.66904863575337
rmse when k is  5342 431.66904863575337
rmse when k is  5343 431.66904863575337
rmse when k is  5344 431.66904863575337
rmse when k is  5345 431.66904863575337
rmse when k is  5346 431.66904863575337
rmse when k is  5347 431.66904863575337
rmse when k is  5348 431.66904863575337
rmse when k is  5349 431.66904863575337
rmse when k is  5350 431.66904863575337
rmse when k is  5351 431.66904863575337
rmse when k is  5352 431.66904863575337
rmse when k is  5353 431.66904863575337
rmse when k is  5354 431.66904863575337
rmse when k is  5355 431.66904863575337
rmse when k is  5356 431.66904863575337
rmse when k is  5357 431.66904863575337
rmse when k is  5358 431.66904863575337
rmse when k is  5359 431.66904863575337
rmse when k is  5360 431.66904863575337
rmse when k is  5361 431.66904863575337
rmse when k is  5362 431.66904863575337
rmse when k is  5363 431.66904863575337
rmse when k is  5364 431.66904863575337
rmse when k is  5365 431.66904863575337
rmse when k is  5366 431.66904863575337
rmse when k is  5367 431.66904863575337
rmse when k is  5368 431.66904863575337
rmse when k is  5369 431.66904863575337
rmse when k is  5370 431.66904863575337
rmse when k is  5371 431.66904863575337
rmse when k is  5372 431.66904863575337
rmse when k is  5373 431.66904863575337
rmse when k is  5374 431.66904863575337
rmse when k is  5375 431.66904863575337
rmse when k is  5376 431.66904863575337
rmse when k is  5377 431.66904863575337
rmse when k is  5378 431.66904863575337
rmse when k is  5379 431.66904863575337
rmse when k is  5380 431.66904863575337
rmse when k is  5381 431.66904863575337
rmse when k is  5382 431.66904863575337
rmse when k is  5383 431.66904863575337
rmse when k is  5384 431.66904863575337
rmse when k is  5385 431.66904863575337
rmse when k is  5386 431.66904863575337
rmse when k is  5387 431.66904863575337
rmse when k is  5388 431.66904863575337
rmse when k is  5389 431.66904863575337
rmse when k is  5390 431.66904863575337
rmse when k is  5391 431.66904863575337
rmse when k is  5392 431.66904863575337
rmse when k is  5393 431.66904863575337
rmse when k is  5394 431.66904863575337
rmse when k is  5395 431.66904863575337
rmse when k is  5396 431.66904863575337
rmse when k is  5397 431.66904863575337
rmse when k is  5398 431.66904863575337
rmse when k is  5399 431.66904863575337
rmse when k is  5400 431.66904863575337
rmse when k is  5401 431.66904863575337
rmse when k is  5402 431.66904863575337
rmse when k is  5403 431.66904863575337
rmse when k is  5404 431.66904863575337
rmse when k is  5405 431.66904863575337
rmse when k is  5406 431.66904863575337
rmse when k is  5407 431.66904863575337
rmse when k is  5408 431.66904863575337
rmse when k is  5409 431.66904863575337
rmse when k is  5410 431.66904863575337
rmse when k is  5411 431.66904863575337
rmse when k is  5412 431.66904863575337
rmse when k is  5413 431.66904863575337
rmse when k is  5414 431.66904863575337
rmse when k is  5415 431.66904863575337
rmse when k is  5416 431.66904863575337
rmse when k is  5417 431.66904863575337
rmse when k is  5418 431.66904863575337
rmse when k is  5419 431.66904863575337
rmse when k is  5420 431.66904863575337
rmse when k is  5421 431.66904863575337
rmse when k is  5422 431.66904863575337
rmse when k is  5423 431.66904863575337
rmse when k is  5424 431.66904863575337
rmse when k is  5425 431.66904863575337
rmse when k is  5426 431.66904863575337
rmse when k is  5427 431.66904863575337
rmse when k is  5428 431.66904863575337
rmse when k is  5429 431.66904863575337
rmse when k is  5430 431.66904863575337
rmse when k is  5431 431.66904863575337
rmse when k is  5432 431.66904863575337
rmse when k is  5433 431.66904863575337
rmse when k is  5434 431.66904863575337
rmse when k is  5435 431.66904863575337
rmse when k is  5436 431.66904863575337
rmse when k is  5437 431.66904863575337
rmse when k is  5438 431.66904863575337
rmse when k is  5439 431.66904863575337
rmse when k is  5440 431.66904863575337
rmse when k is  5441 431.66904863575337
rmse when k is  5442 431.66904863575337
rmse when k is  5443 431.66904863575337
rmse when k is  5444 431.66904863575337
rmse when k is  5445 431.66904863575337
rmse when k is  5446 431.66904863575337
rmse when k is  5447 431.66904863575337
rmse when k is  5448 431.66904863575337
rmse when k is  5449 431.66904863575337
rmse when k is  5450 431.66904863575337
rmse when k is  5451 431.66904863575337
rmse when k is  5452 431.66904863575337
rmse when k is  5453 431.66904863575337
rmse when k is  5454 431.66904863575337
rmse when k is  5455 431.66904863575337
rmse when k is  5456 431.66904863575337
rmse when k is  5457 431.66904863575337
rmse when k is  5458 431.66904863575337
rmse when k is  5459 431.66904863575337
rmse when k is  5460 431.66904863575337
rmse when k is  5461 431.66904863575337
rmse when k is  5462 431.66904863575337
rmse when k is  5463 431.66904863575337
rmse when k is  5464 431.66904863575337
rmse when k is  5465 431.66904863575337
rmse when k is  5466 431.66904863575337
rmse when k is  5467 431.66904863575337
rmse when k is  5468 431.66904863575337
rmse when k is  5469 431.66904863575337
rmse when k is  5470 431.66904863575337
rmse when k is  5471 431.66904863575337
rmse when k is  5472 431.66904863575337
rmse when k is  5473 431.66904863575337
rmse when k is  5474 431.66904863575337
rmse when k is  5475 431.66904863575337
rmse when k is  5476 431.66904863575337
rmse when k is  5477 431.66904863575337
rmse when k is  5478 431.66904863575337
rmse when k is  5479 431.66904863575337
rmse when k is  5480 431.66904863575337
rmse when k is  5481 431.66904863575337
rmse when k is  5482 431.66904863575337
rmse when k is  5483 431.66904863575337
rmse when k is  5484 431.66904863575337
rmse when k is  5485 431.66904863575337
rmse when k is  5486 431.66904863575337
rmse when k is  5487 431.66904863575337
rmse when k is  5488 431.66904863575337
rmse when k is  5489 431.66904863575337
rmse when k is  5490 431.66904863575337
rmse when k is  5491 431.66904863575337
rmse when k is  5492 431.66904863575337
rmse when k is  5493 431.66904863575337
rmse when k is  5494 431.66904863575337
rmse when k is  5495 431.66904863575337
rmse when k is  5496 431.66904863575337
rmse when k is  5497 431.66904863575337
rmse when k is  5498 431.66904863575337
rmse when k is  5499 431.66904863575337
rmse when k is  5500 431.66904863575337
rmse when k is  5501 431.66904863575337
rmse when k is  5502 431.66904863575337
rmse when k is  5503 431.66904863575337
rmse when k is  5504 431.66904863575337
rmse when k is  5505 431.66904863575337
rmse when k is  5506 431.66904863575337
rmse when k is  5507 431.66904863575337
rmse when k is  5508 431.66904863575337
rmse when k is  5509 431.66904863575337
rmse when k is  5510 431.66904863575337
rmse when k is  5511 431.66904863575337
rmse when k is  5512 431.66904863575337
rmse when k is  5513 431.66904863575337
rmse when k is  5514 431.66904863575337
rmse when k is  5515 431.66904863575337
rmse when k is  5516 431.66904863575337
rmse when k is  5517 431.66904863575337
rmse when k is  5518 431.66904863575337
rmse when k is  5519 431.66904863575337
rmse when k is  5520 431.66904863575337
rmse when k is  5521 431.66904863575337
rmse when k is  5522 431.66904863575337
rmse when k is  5523 431.66904863575337
rmse when k is  5524 431.66904863575337
rmse when k is  5525 431.66904863575337
rmse when k is  5526 431.66904863575337
rmse when k is  5527 431.66904863575337
rmse when k is  5528 431.66904863575337
rmse when k is  5529 431.66904863575337
rmse when k is  5530 431.66904863575337
rmse when k is  5531 431.66904863575337
rmse when k is  5532 431.66904863575337
rmse when k is  5533 431.66904863575337
rmse when k is  5534 431.66904863575337
rmse when k is  5535 431.66904863575337
rmse when k is  5536 431.66904863575337
rmse when k is  5537 431.66904863575337
rmse when k is  5538 431.66904863575337
rmse when k is  5539 431.66904863575337
rmse when k is  5540 431.66904863575337
rmse when k is  5541 431.66904863575337
rmse when k is  5542 431.66904863575337
rmse when k is  5543 431.66904863575337
rmse when k is  5544 431.66904863575337
rmse when k is  5545 431.66904863575337
rmse when k is  5546 431.66904863575337
rmse when k is  5547 431.66904863575337
rmse when k is  5548 431.66904863575337
rmse when k is  5549 431.66904863575337
rmse when k is  5550 431.66904863575337
rmse when k is  5551 431.66904863575337
rmse when k is  5552 431.66904863575337
rmse when k is  5553 431.66904863575337
rmse when k is  5554 431.66904863575337
rmse when k is  5555 431.66904863575337
rmse when k is  5556 431.66904863575337
rmse when k is  5557 431.66904863575337
rmse when k is  5558 431.66904863575337
rmse when k is  5559 431.66904863575337
rmse when k is  5560 431.66904863575337
rmse when k is  5561 431.66904863575337
rmse when k is  5562 431.66904863575337
rmse when k is  5563 431.66904863575337
rmse when k is  5564 431.66904863575337
rmse when k is  5565 431.66904863575337
rmse when k is  5566 431.66904863575337
rmse when k is  5567 431.66904863575337
rmse when k is  5568 431.66904863575337
rmse when k is  5569 431.66904863575337
rmse when k is  5570 431.66904863575337
rmse when k is  5571 431.66904863575337
rmse when k is  5572 431.66904863575337
rmse when k is  5573 431.66904863575337
rmse when k is  5574 431.66904863575337
rmse when k is  5575 431.66904863575337
rmse when k is  5576 431.66904863575337
rmse when k is  5577 431.66904863575337
rmse when k is  5578 431.66904863575337
rmse when k is  5579 431.66904863575337
rmse when k is  5580 431.66904863575337
rmse when k is  5581 431.66904863575337
rmse when k is  5582 431.66904863575337
rmse when k is  5583 431.66904863575337
rmse when k is  5584 431.66904863575337
rmse when k is  5585 431.66904863575337
rmse when k is  5586 431.66904863575337
rmse when k is  5587 431.66904863575337
rmse when k is  5588 431.66904863575337
rmse when k is  5589 431.66904863575337
rmse when k is  5590 431.66904863575337
rmse when k is  5591 431.66904863575337
rmse when k is  5592 431.66904863575337
rmse when k is  5593 431.66904863575337
rmse when k is  5594 431.66904863575337
rmse when k is  5595 431.66904863575337
rmse when k is  5596 431.66904863575337
rmse when k is  5597 431.66904863575337
rmse when k is  5598 431.66904863575337
rmse when k is  5599 431.66904863575337
rmse when k is  5600 431.66904863575337
rmse when k is  5601 431.66904863575337
rmse when k is  5602 431.66904863575337
rmse when k is  5603 431.66904863575337
rmse when k is  5604 431.66904863575337
rmse when k is  5605 431.66904863575337
rmse when k is  5606 431.66904863575337
rmse when k is  5607 431.66904863575337
rmse when k is  5608 431.66904863575337
rmse when k is  5609 431.66904863575337
rmse when k is  5610 431.66904863575337
rmse when k is  5611 431.66904863575337
rmse when k is  5612 431.66904863575337
rmse when k is  5613 431.66904863575337
rmse when k is  5614 431.66904863575337
rmse when k is  5615 431.66904863575337
rmse when k is  5616 431.66904863575337
rmse when k is  5617 431.66904863575337
rmse when k is  5618 431.66904863575337
rmse when k is  5619 431.66904863575337
rmse when k is  5620 431.66904863575337
rmse when k is  5621 431.66904863575337
rmse when k is  5622 431.66904863575337
rmse when k is  5623 431.66904863575337
rmse when k is  5624 431.66904863575337
rmse when k is  5625 431.66904863575337
rmse when k is  5626 431.66904863575337
rmse when k is  5627 431.66904863575337
rmse when k is  5628 431.66904863575337
rmse when k is  5629 431.66904863575337
rmse when k is  5630 431.66904863575337
rmse when k is  5631 431.66904863575337
rmse when k is  5632 431.66904863575337
rmse when k is  5633 431.66904863575337
rmse when k is  5634 431.66904863575337
rmse when k is  5635 431.66904863575337
rmse when k is  5636 431.66904863575337
rmse when k is  5637 431.66904863575337
rmse when k is  5638 431.66904863575337
rmse when k is  5639 431.66904863575337
rmse when k is  5640 431.66904863575337
rmse when k is  5641 431.66904863575337
rmse when k is  5642 431.66904863575337
rmse when k is  5643 431.66904863575337
rmse when k is  5644 431.66904863575337
rmse when k is  5645 431.66904863575337
rmse when k is  5646 431.66904863575337
rmse when k is  5647 431.66904863575337
rmse when k is  5648 431.66904863575337
rmse when k is  5649 431.66904863575337
rmse when k is  5650 431.66904863575337
rmse when k is  5651 431.66904863575337
rmse when k is  5652 431.66904863575337
rmse when k is  5653 431.66904863575337
rmse when k is  5654 431.66904863575337
rmse when k is  5655 431.66904863575337
rmse when k is  5656 431.66904863575337
rmse when k is  5657 431.66904863575337
rmse when k is  5658 431.66904863575337
rmse when k is  5659 431.66904863575337
rmse when k is  5660 431.66904863575337
rmse when k is  5661 431.66904863575337
rmse when k is  5662 431.66904863575337
rmse when k is  5663 431.66904863575337
rmse when k is  5664 431.66904863575337
rmse when k is  5665 431.66904863575337
rmse when k is  5666 431.66904863575337
rmse when k is  5667 431.66904863575337
rmse when k is  5668 431.66904863575337
rmse when k is  5669 431.66904863575337
rmse when k is  5670 431.66904863575337
rmse when k is  5671 431.66904863575337
rmse when k is  5672 431.66904863575337
rmse when k is  5673 431.66904863575337
rmse when k is  5674 431.66904863575337
rmse when k is  5675 431.66904863575337
rmse when k is  5676 431.66904863575337
rmse when k is  5677 431.66904863575337
rmse when k is  5678 431.66904863575337
rmse when k is  5679 431.66904863575337
rmse when k is  5680 431.66904863575337
rmse when k is  5681 431.66904863575337
rmse when k is  5682 431.66904863575337
rmse when k is  5683 431.66904863575337
rmse when k is  5684 431.66904863575337
rmse when k is  5685 431.66904863575337
rmse when k is  5686 431.66904863575337
rmse when k is  5687 431.66904863575337
rmse when k is  5688 431.66904863575337
rmse when k is  5689 431.66904863575337
rmse when k is  5690 431.66904863575337
rmse when k is  5691 431.66904863575337
rmse when k is  5692 431.66904863575337
rmse when k is  5693 431.66904863575337
rmse when k is  5694 431.66904863575337
rmse when k is  5695 431.66904863575337
rmse when k is  5696 431.66904863575337
rmse when k is  5697 431.66904863575337
rmse when k is  5698 431.66904863575337
rmse when k is  5699 431.66904863575337
rmse when k is  5700 431.66904863575337
rmse when k is  5701 431.66904863575337
rmse when k is  5702 431.66904863575337
rmse when k is  5703 431.66904863575337
rmse when k is  5704 431.66904863575337
rmse when k is  5705 431.66904863575337
rmse when k is  5706 431.66904863575337
rmse when k is  5707 431.66904863575337
rmse when k is  5708 431.66904863575337
rmse when k is  5709 431.66904863575337
rmse when k is  5710 431.66904863575337
rmse when k is  5711 431.66904863575337
rmse when k is  5712 431.66904863575337
rmse when k is  5713 431.66904863575337
rmse when k is  5714 431.66904863575337
rmse when k is  5715 431.66904863575337
rmse when k is  5716 431.66904863575337
rmse when k is  5717 431.66904863575337
rmse when k is  5718 431.66904863575337
rmse when k is  5719 431.66904863575337
rmse when k is  5720 431.66904863575337
rmse when k is  5721 431.66904863575337
rmse when k is  5722 431.66904863575337
rmse when k is  5723 431.66904863575337
rmse when k is  5724 431.66904863575337
rmse when k is  5725 431.66904863575337
rmse when k is  5726 431.66904863575337
rmse when k is  5727 431.66904863575337
rmse when k is  5728 431.66904863575337
rmse when k is  5729 431.66904863575337
rmse when k is  5730 431.66904863575337
rmse when k is  5731 431.66904863575337
rmse when k is  5732 431.66904863575337
rmse when k is  5733 431.66904863575337
rmse when k is  5734 431.66904863575337
rmse when k is  5735 431.66904863575337
rmse when k is  5736 431.66904863575337
rmse when k is  5737 431.66904863575337
rmse when k is  5738 431.66904863575337
rmse when k is  5739 431.66904863575337
rmse when k is  5740 431.66904863575337
rmse when k is  5741 431.66904863575337
rmse when k is  5742 431.66904863575337
rmse when k is  5743 431.66904863575337
rmse when k is  5744 431.66904863575337
rmse when k is  5745 431.66904863575337
rmse when k is  5746 431.66904863575337
rmse when k is  5747 431.66904863575337
rmse when k is  5748 431.66904863575337
rmse when k is  5749 431.66904863575337
rmse when k is  5750 431.66904863575337
rmse when k is  5751 431.66904863575337
rmse when k is  5752 431.66904863575337
rmse when k is  5753 431.66904863575337
rmse when k is  5754 431.66904863575337
rmse when k is  5755 431.66904863575337
rmse when k is  5756 431.66904863575337
rmse when k is  5757 431.66904863575337
rmse when k is  5758 431.66904863575337
rmse when k is  5759 431.66904863575337
rmse when k is  5760 431.66904863575337
rmse when k is  5761 431.66904863575337
rmse when k is  5762 431.66904863575337
rmse when k is  5763 431.66904863575337
rmse when k is  5764 431.66904863575337
rmse when k is  5765 431.66904863575337
rmse when k is  5766 431.66904863575337
rmse when k is  5767 431.66904863575337
rmse when k is  5768 431.66904863575337
rmse when k is  5769 431.66904863575337
rmse when k is  5770 431.66904863575337
rmse when k is  5771 431.66904863575337
rmse when k is  5772 431.66904863575337
rmse when k is  5773 431.66904863575337
rmse when k is  5774 431.66904863575337
rmse when k is  5775 431.66904863575337
rmse when k is  5776 431.66904863575337
rmse when k is  5777 431.66904863575337
rmse when k is  5778 431.66904863575337
rmse when k is  5779 431.66904863575337
rmse when k is  5780 431.66904863575337
rmse when k is  5781 431.66904863575337
rmse when k is  5782 431.66904863575337
rmse when k is  5783 431.66904863575337
rmse when k is  5784 431.66904863575337
rmse when k is  5785 431.66904863575337
rmse when k is  5786 431.66904863575337
rmse when k is  5787 431.66904863575337
rmse when k is  5788 431.66904863575337
rmse when k is  5789 431.66904863575337
rmse when k is  5790 431.66904863575337
rmse when k is  5791 431.66904863575337
rmse when k is  5792 431.66904863575337
rmse when k is  5793 431.66904863575337
rmse when k is  5794 431.66904863575337
rmse when k is  5795 431.66904863575337
rmse when k is  5796 431.66904863575337
rmse when k is  5797 431.66904863575337
rmse when k is  5798 431.66904863575337
rmse when k is  5799 431.66904863575337
rmse when k is  5800 431.66904863575337
rmse when k is  5801 431.66904863575337
rmse when k is  5802 431.66904863575337
rmse when k is  5803 431.66904863575337
rmse when k is  5804 431.66904863575337
rmse when k is  5805 431.66904863575337
rmse when k is  5806 431.66904863575337
rmse when k is  5807 431.66904863575337
rmse when k is  5808 431.66904863575337
rmse when k is  5809 431.66904863575337
rmse when k is  5810 431.66904863575337
rmse when k is  5811 431.66904863575337
rmse when k is  5812 431.66904863575337
rmse when k is  5813 431.66904863575337
rmse when k is  5814 431.66904863575337
rmse when k is  5815 431.66904863575337
rmse when k is  5816 431.66904863575337
rmse when k is  5817 431.66904863575337
rmse when k is  5818 431.66904863575337
rmse when k is  5819 431.66904863575337
rmse when k is  5820 431.66904863575337
rmse when k is  5821 431.66904863575337
rmse when k is  5822 431.66904863575337
rmse when k is  5823 431.66904863575337
rmse when k is  5824 431.66904863575337
rmse when k is  5825 431.66904863575337
rmse when k is  5826 431.66904863575337
rmse when k is  5827 431.66904863575337
rmse when k is  5828 431.66904863575337
rmse when k is  5829 431.66904863575337
rmse when k is  5830 431.66904863575337
rmse when k is  5831 431.66904863575337
rmse when k is  5832 431.66904863575337
rmse when k is  5833 431.66904863575337
rmse when k is  5834 431.66904863575337
rmse when k is  5835 431.66904863575337
rmse when k is  5836 431.66904863575337
rmse when k is  5837 431.66904863575337
rmse when k is  5838 431.66904863575337
rmse when k is  5839 431.66904863575337
rmse when k is  5840 431.66904863575337
rmse when k is  5841 431.66904863575337
rmse when k is  5842 431.66904863575337
rmse when k is  5843 431.66904863575337
rmse when k is  5844 431.66904863575337
rmse when k is  5845 431.66904863575337
rmse when k is  5846 431.66904863575337
rmse when k is  5847 431.66904863575337
rmse when k is  5848 431.66904863575337
rmse when k is  5849 431.66904863575337
rmse when k is  5850 431.66904863575337
rmse when k is  5851 431.66904863575337
rmse when k is  5852 431.66904863575337
rmse when k is  5853 431.66904863575337
rmse when k is  5854 431.66904863575337
rmse when k is  5855 431.66904863575337
rmse when k is  5856 431.66904863575337
rmse when k is  5857 431.66904863575337
rmse when k is  5858 431.66904863575337
rmse when k is  5859 431.66904863575337
rmse when k is  5860 431.66904863575337
rmse when k is  5861 431.66904863575337
rmse when k is  5862 431.66904863575337
rmse when k is  5863 431.66904863575337
rmse when k is  5864 431.66904863575337
rmse when k is  5865 431.66904863575337
rmse when k is  5866 431.66904863575337
rmse when k is  5867 431.66904863575337
rmse when k is  5868 431.66904863575337
rmse when k is  5869 431.66904863575337
rmse when k is  5870 431.66904863575337
rmse when k is  5871 431.66904863575337
rmse when k is  5872 431.66904863575337
rmse when k is  5873 431.66904863575337
rmse when k is  5874 431.66904863575337
rmse when k is  5875 431.66904863575337
rmse when k is  5876 431.66904863575337
rmse when k is  5877 431.66904863575337
rmse when k is  5878 431.66904863575337
rmse when k is  5879 431.66904863575337
rmse when k is  5880 431.66904863575337
rmse when k is  5881 431.66904863575337
rmse when k is  5882 431.66904863575337
rmse when k is  5883 431.66904863575337
rmse when k is  5884 431.66904863575337
rmse when k is  5885 431.66904863575337
rmse when k is  5886 431.66904863575337
rmse when k is  5887 431.66904863575337
rmse when k is  5888 431.66904863575337
rmse when k is  5889 431.66904863575337
rmse when k is  5890 431.66904863575337
rmse when k is  5891 431.66904863575337
rmse when k is  5892 431.66904863575337
rmse when k is  5893 431.66904863575337
rmse when k is  5894 431.66904863575337
rmse when k is  5895 431.66904863575337
rmse when k is  5896 431.66904863575337
rmse when k is  5897 431.66904863575337
rmse when k is  5898 431.66904863575337
rmse when k is  5899 431.66904863575337
rmse when k is  5900 431.66904863575337
rmse when k is  5901 431.66904863575337
rmse when k is  5902 431.66904863575337
rmse when k is  5903 431.66904863575337
rmse when k is  5904 431.66904863575337
rmse when k is  5905 431.66904863575337
rmse when k is  5906 431.66904863575337
rmse when k is  5907 431.66904863575337
rmse when k is  5908 431.66904863575337
rmse when k is  5909 431.66904863575337
rmse when k is  5910 431.66904863575337
rmse when k is  5911 431.66904863575337
rmse when k is  5912 431.66904863575337
rmse when k is  5913 431.66904863575337
rmse when k is  5914 431.66904863575337
rmse when k is  5915 431.66904863575337
rmse when k is  5916 431.66904863575337
rmse when k is  5917 431.66904863575337
rmse when k is  5918 431.66904863575337
rmse when k is  5919 431.66904863575337
rmse when k is  5920 431.66904863575337
rmse when k is  5921 431.66904863575337
rmse when k is  5922 431.66904863575337
rmse when k is  5923 431.66904863575337
rmse when k is  5924 431.66904863575337
rmse when k is  5925 431.66904863575337
rmse when k is  5926 431.66904863575337
rmse when k is  5927 431.66904863575337
rmse when k is  5928 431.66904863575337
rmse when k is  5929 431.66904863575337
rmse when k is  5930 431.66904863575337
rmse when k is  5931 431.66904863575337
rmse when k is  5932 431.66904863575337
rmse when k is  5933 431.66904863575337
rmse when k is  5934 431.66904863575337
rmse when k is  5935 431.66904863575337
rmse when k is  5936 431.66904863575337
rmse when k is  5937 431.66904863575337
rmse when k is  5938 431.66904863575337
rmse when k is  5939 431.66904863575337
rmse when k is  5940 431.66904863575337
rmse when k is  5941 431.66904863575337
rmse when k is  5942 431.66904863575337
rmse when k is  5943 431.66904863575337
rmse when k is  5944 431.66904863575337
rmse when k is  5945 431.66904863575337
rmse when k is  5946 431.66904863575337
rmse when k is  5947 431.66904863575337
rmse when k is  5948 431.66904863575337
rmse when k is  5949 431.66904863575337
rmse when k is  5950 431.66904863575337
rmse when k is  5951 431.66904863575337
rmse when k is  5952 431.66904863575337
rmse when k is  5953 431.66904863575337
rmse when k is  5954 431.66904863575337
rmse when k is  5955 431.66904863575337
rmse when k is  5956 431.66904863575337
rmse when k is  5957 431.66904863575337
rmse when k is  5958 431.66904863575337
rmse when k is  5959 431.66904863575337
rmse when k is  5960 431.66904863575337
rmse when k is  5961 431.66904863575337
rmse when k is  5962 431.66904863575337
rmse when k is  5963 431.66904863575337
rmse when k is  5964 431.66904863575337
rmse when k is  5965 431.66904863575337
rmse when k is  5966 431.66904863575337
rmse when k is  5967 431.66904863575337
rmse when k is  5968 431.66904863575337
rmse when k is  5969 431.66904863575337
rmse when k is  5970 431.66904863575337
rmse when k is  5971 431.66904863575337
rmse when k is  5972 431.66904863575337
rmse when k is  5973 431.66904863575337
rmse when k is  5974 431.66904863575337
rmse when k is  5975 431.66904863575337
rmse when k is  5976 431.66904863575337
rmse when k is  5977 431.66904863575337
rmse when k is  5978 431.66904863575337
rmse when k is  5979 431.66904863575337
rmse when k is  5980 431.66904863575337
rmse when k is  5981 431.66904863575337
rmse when k is  5982 431.66904863575337
rmse when k is  5983 431.66904863575337
rmse when k is  5984 431.66904863575337
rmse when k is  5985 431.66904863575337
rmse when k is  5986 431.66904863575337
rmse when k is  5987 431.66904863575337
rmse when k is  5988 431.66904863575337
rmse when k is  5989 431.66904863575337
rmse when k is  5990 431.66904863575337
rmse when k is  5991 431.66904863575337
rmse when k is  5992 431.66904863575337
rmse when k is  5993 431.66904863575337
rmse when k is  5994 431.66904863575337
rmse when k is  5995 431.66904863575337
rmse when k is  5996 431.66904863575337
rmse when k is  5997 431.66904863575337
rmse when k is  5998 431.66904863575337
rmse when k is  5999 431.66904863575337
rmse when k is  6000 431.66904863575337
rmse when k is  6001 431.66904863575337
rmse when k is  6002 431.66904863575337
rmse when k is  6003 431.66904863575337
rmse when k is  6004 431.66904863575337
rmse when k is  6005 431.66904863575337
rmse when k is  6006 431.66904863575337
rmse when k is  6007 431.66904863575337
rmse when k is  6008 431.66904863575337
rmse when k is  6009 431.66904863575337
rmse when k is  6010 431.66904863575337
rmse when k is  6011 431.66904863575337
rmse when k is  6012 431.66904863575337
rmse when k is  6013 431.66904863575337
rmse when k is  6014 431.66904863575337
rmse when k is  6015 431.66904863575337
rmse when k is  6016 431.66904863575337
rmse when k is  6017 431.66904863575337
rmse when k is  6018 431.66904863575337
rmse when k is  6019 431.66904863575337
rmse when k is  6020 431.66904863575337
rmse when k is  6021 431.66904863575337
rmse when k is  6022 431.66904863575337
rmse when k is  6023 431.66904863575337
rmse when k is  6024 431.66904863575337
rmse when k is  6025 431.66904863575337
rmse when k is  6026 431.66904863575337
rmse when k is  6027 431.66904863575337
rmse when k is  6028 431.66904863575337
rmse when k is  6029 431.66904863575337
rmse when k is  6030 431.66904863575337
rmse when k is  6031 431.66904863575337
rmse when k is  6032 431.66904863575337
rmse when k is  6033 431.66904863575337
rmse when k is  6034 431.66904863575337
rmse when k is  6035 431.66904863575337
rmse when k is  6036 431.66904863575337
rmse when k is  6037 431.66904863575337
rmse when k is  6038 431.66904863575337
rmse when k is  6039 431.66904863575337
rmse when k is  6040 431.66904863575337
rmse when k is  6041 431.66904863575337
rmse when k is  6042 431.66904863575337
rmse when k is  6043 431.66904863575337
rmse when k is  6044 431.66904863575337
rmse when k is  6045 431.66904863575337
rmse when k is  6046 431.66904863575337
rmse when k is  6047 431.66904863575337
rmse when k is  6048 431.66904863575337
rmse when k is  6049 431.66904863575337
rmse when k is  6050 431.66904863575337
rmse when k is  6051 431.66904863575337
rmse when k is  6052 431.66904863575337
rmse when k is  6053 431.66904863575337
rmse when k is  6054 431.66904863575337
rmse when k is  6055 431.66904863575337
rmse when k is  6056 431.66904863575337
rmse when k is  6057 431.66904863575337
rmse when k is  6058 431.66904863575337
rmse when k is  6059 431.66904863575337
rmse when k is  6060 431.66904863575337
rmse when k is  6061 431.66904863575337
rmse when k is  6062 431.66904863575337
rmse when k is  6063 431.66904863575337
rmse when k is  6064 431.66904863575337
rmse when k is  6065 431.66904863575337
rmse when k is  6066 431.66904863575337
rmse when k is  6067 431.66904863575337
rmse when k is  6068 431.66904863575337
rmse when k is  6069 431.66904863575337
rmse when k is  6070 431.66904863575337
rmse when k is  6071 431.66904863575337
rmse when k is  6072 431.66904863575337
rmse when k is  6073 431.66904863575337
rmse when k is  6074 431.66904863575337
rmse when k is  6075 431.66904863575337
rmse when k is  6076 431.66904863575337
rmse when k is  6077 431.66904863575337
rmse when k is  6078 431.66904863575337
rmse when k is  6079 431.66904863575337
rmse when k is  6080 431.66904863575337
rmse when k is  6081 431.66904863575337
rmse when k is  6082 431.66904863575337
rmse when k is  6083 431.66904863575337
rmse when k is  6084 431.66904863575337
rmse when k is  6085 431.66904863575337
rmse when k is  6086 431.66904863575337
rmse when k is  6087 431.66904863575337
rmse when k is  6088 431.66904863575337
rmse when k is  6089 431.66904863575337
rmse when k is  6090 431.66904863575337
rmse when k is  6091 431.66904863575337
rmse when k is  6092 431.66904863575337
rmse when k is  6093 431.66904863575337
rmse when k is  6094 431.66904863575337
rmse when k is  6095 431.66904863575337
rmse when k is  6096 431.66904863575337
rmse when k is  6097 431.66904863575337
rmse when k is  6098 431.66904863575337
rmse when k is  6099 431.66904863575337
rmse when k is  6100 431.66904863575337
rmse when k is  6101 431.66904863575337
rmse when k is  6102 431.66904863575337
rmse when k is  6103 431.66904863575337
rmse when k is  6104 431.66904863575337
rmse when k is  6105 431.66904863575337
rmse when k is  6106 431.66904863575337
rmse when k is  6107 431.66904863575337
rmse when k is  6108 431.66904863575337
rmse when k is  6109 431.66904863575337
rmse when k is  6110 431.66904863575337
rmse when k is  6111 431.66904863575337
rmse when k is  6112 431.66904863575337
rmse when k is  6113 431.66904863575337
rmse when k is  6114 431.66904863575337
rmse when k is  6115 431.66904863575337
rmse when k is  6116 431.66904863575337
rmse when k is  6117 431.66904863575337
rmse when k is  6118 431.66904863575337
rmse when k is  6119 431.66904863575337
rmse when k is  6120 431.66904863575337
rmse when k is  6121 431.66904863575337
rmse when k is  6122 431.66904863575337
rmse when k is  6123 431.66904863575337
rmse when k is  6124 431.66904863575337
rmse when k is  6125 431.66904863575337
rmse when k is  6126 431.66904863575337
rmse when k is  6127 431.66904863575337
rmse when k is  6128 431.66904863575337
rmse when k is  6129 431.66904863575337
rmse when k is  6130 431.66904863575337
rmse when k is  6131 431.66904863575337
rmse when k is  6132 431.66904863575337
rmse when k is  6133 431.66904863575337
rmse when k is  6134 431.66904863575337
rmse when k is  6135 431.66904863575337
rmse when k is  6136 431.66904863575337
rmse when k is  6137 431.66904863575337
rmse when k is  6138 431.66904863575337
rmse when k is  6139 431.66904863575337
rmse when k is  6140 431.66904863575337
rmse when k is  6141 431.66904863575337
rmse when k is  6142 431.66904863575337
rmse when k is  6143 431.66904863575337
rmse when k is  6144 431.66904863575337
rmse when k is  6145 431.66904863575337
rmse when k is  6146 431.66904863575337
rmse when k is  6147 431.66904863575337
rmse when k is  6148 431.66904863575337
rmse when k is  6149 431.66904863575337
rmse when k is  6150 431.66904863575337
rmse when k is  6151 431.66904863575337
rmse when k is  6152 431.66904863575337
rmse when k is  6153 431.66904863575337
rmse when k is  6154 431.66904863575337
rmse when k is  6155 431.66904863575337
rmse when k is  6156 431.66904863575337
rmse when k is  6157 431.66904863575337
rmse when k is  6158 431.66904863575337
rmse when k is  6159 431.66904863575337
rmse when k is  6160 431.66904863575337
rmse when k is  6161 431.66904863575337
rmse when k is  6162 431.66904863575337
rmse when k is  6163 431.66904863575337
rmse when k is  6164 431.66904863575337
rmse when k is  6165 431.66904863575337
rmse when k is  6166 431.66904863575337
rmse when k is  6167 431.66904863575337
rmse when k is  6168 431.66904863575337
rmse when k is  6169 431.66904863575337
rmse when k is  6170 431.66904863575337
rmse when k is  6171 431.66904863575337
rmse when k is  6172 431.66904863575337
rmse when k is  6173 431.66904863575337
rmse when k is  6174 431.66904863575337
rmse when k is  6175 431.66904863575337
rmse when k is  6176 431.66904863575337
rmse when k is  6177 431.66904863575337
rmse when k is  6178 431.66904863575337
rmse when k is  6179 431.66904863575337
rmse when k is  6180 431.66904863575337
rmse when k is  6181 431.66904863575337
rmse when k is  6182 431.66904863575337
rmse when k is  6183 431.66904863575337
rmse when k is  6184 431.66904863575337
rmse when k is  6185 431.66904863575337
rmse when k is  6186 431.66904863575337
rmse when k is  6187 431.66904863575337
rmse when k is  6188 431.66904863575337
rmse when k is  6189 431.66904863575337
rmse when k is  6190 431.66904863575337
rmse when k is  6191 431.66904863575337
rmse when k is  6192 431.66904863575337
rmse when k is  6193 431.66904863575337
rmse when k is  6194 431.66904863575337
rmse when k is  6195 431.66904863575337
rmse when k is  6196 431.66904863575337
rmse when k is  6197 431.66904863575337
rmse when k is  6198 431.66904863575337
rmse when k is  6199 431.66904863575337
rmse when k is  6200 431.66904863575337
rmse when k is  6201 431.66904863575337
rmse when k is  6202 431.66904863575337
rmse when k is  6203 431.66904863575337
rmse when k is  6204 431.66904863575337
rmse when k is  6205 431.66904863575337
rmse when k is  6206 431.66904863575337
rmse when k is  6207 431.66904863575337
rmse when k is  6208 431.66904863575337
rmse when k is  6209 431.66904863575337
rmse when k is  6210 431.66904863575337
rmse when k is  6211 431.66904863575337
rmse when k is  6212 431.66904863575337
rmse when k is  6213 431.66904863575337
rmse when k is  6214 431.66904863575337
rmse when k is  6215 431.66904863575337
rmse when k is  6216 431.66904863575337
rmse when k is  6217 431.66904863575337
rmse when k is  6218 431.66904863575337
rmse when k is  6219 431.66904863575337
rmse when k is  6220 431.66904863575337
rmse when k is  6221 431.66904863575337
rmse when k is  6222 431.66904863575337
rmse when k is  6223 431.66904863575337
rmse when k is  6224 431.66904863575337
rmse when k is  6225 431.66904863575337
rmse when k is  6226 431.66904863575337
rmse when k is  6227 431.66904863575337
rmse when k is  6228 431.66904863575337
rmse when k is  6229 431.66904863575337
rmse when k is  6230 431.66904863575337
rmse when k is  6231 431.66904863575337
rmse when k is  6232 431.66904863575337
rmse when k is  6233 431.66904863575337
rmse when k is  6234 431.66904863575337
rmse when k is  6235 431.66904863575337
rmse when k is  6236 431.66904863575337
rmse when k is  6237 431.66904863575337
rmse when k is  6238 431.66904863575337
rmse when k is  6239 431.66904863575337
rmse when k is  6240 431.66904863575337
rmse when k is  6241 431.66904863575337
rmse when k is  6242 431.66904863575337
rmse when k is  6243 431.66904863575337
rmse when k is  6244 431.66904863575337
rmse when k is  6245 431.66904863575337
rmse when k is  6246 431.66904863575337
rmse when k is  6247 431.66904863575337
rmse when k is  6248 431.66904863575337
rmse when k is  6249 431.66904863575337
rmse when k is  6250 431.66904863575337
rmse when k is  6251 431.66904863575337
rmse when k is  6252 431.66904863575337
rmse when k is  6253 431.66904863575337
rmse when k is  6254 431.66904863575337
rmse when k is  6255 431.66904863575337
rmse when k is  6256 431.66904863575337
rmse when k is  6257 431.66904863575337
rmse when k is  6258 431.66904863575337
rmse when k is  6259 431.66904863575337
rmse when k is  6260 431.66904863575337
rmse when k is  6261 431.66904863575337
rmse when k is  6262 431.66904863575337
rmse when k is  6263 431.66904863575337
rmse when k is  6264 431.66904863575337
rmse when k is  6265 431.66904863575337
rmse when k is  6266 431.66904863575337
rmse when k is  6267 431.66904863575337
rmse when k is  6268 431.66904863575337
rmse when k is  6269 431.66904863575337
rmse when k is  6270 431.66904863575337
rmse when k is  6271 431.66904863575337
rmse when k is  6272 431.66904863575337
rmse when k is  6273 431.66904863575337
rmse when k is  6274 431.66904863575337
rmse when k is  6275 431.66904863575337
rmse when k is  6276 431.66904863575337
rmse when k is  6277 431.66904863575337
rmse when k is  6278 431.66904863575337
rmse when k is  6279 431.66904863575337
rmse when k is  6280 431.66904863575337
rmse when k is  6281 431.66904863575337
rmse when k is  6282 431.66904863575337
rmse when k is  6283 431.66904863575337
rmse when k is  6284 431.66904863575337
rmse when k is  6285 431.66904863575337
rmse when k is  6286 431.66904863575337
rmse when k is  6287 431.66904863575337
rmse when k is  6288 431.66904863575337
rmse when k is  6289 431.66904863575337
rmse when k is  6290 431.66904863575337
rmse when k is  6291 431.66904863575337
rmse when k is  6292 431.66904863575337
rmse when k is  6293 431.66904863575337
rmse when k is  6294 431.66904863575337
rmse when k is  6295 431.66904863575337
rmse when k is  6296 431.66904863575337
rmse when k is  6297 431.66904863575337
rmse when k is  6298 431.66904863575337
rmse when k is  6299 431.66904863575337
rmse when k is  6300 431.66904863575337
rmse when k is  6301 431.66904863575337
rmse when k is  6302 431.66904863575337
rmse when k is  6303 431.66904863575337
rmse when k is  6304 431.66904863575337
rmse when k is  6305 431.66904863575337
rmse when k is  6306 431.66904863575337
rmse when k is  6307 431.66904863575337
rmse when k is  6308 431.66904863575337
rmse when k is  6309 431.66904863575337
rmse when k is  6310 431.66904863575337
rmse when k is  6311 431.66904863575337
rmse when k is  6312 431.66904863575337
rmse when k is  6313 431.66904863575337
rmse when k is  6314 431.66904863575337
rmse when k is  6315 431.66904863575337
rmse when k is  6316 431.66904863575337
rmse when k is  6317 431.66904863575337
rmse when k is  6318 431.66904863575337
rmse when k is  6319 431.66904863575337
rmse when k is  6320 431.66904863575337
rmse when k is  6321 431.66904863575337
rmse when k is  6322 431.66904863575337
rmse when k is  6323 431.66904863575337
rmse when k is  6324 431.66904863575337
rmse when k is  6325 431.66904863575337
rmse when k is  6326 431.66904863575337
rmse when k is  6327 431.66904863575337
rmse when k is  6328 431.66904863575337
rmse when k is  6329 431.66904863575337
rmse when k is  6330 431.66904863575337
rmse when k is  6331 431.66904863575337
rmse when k is  6332 431.66904863575337
rmse when k is  6333 431.66904863575337
rmse when k is  6334 431.66904863575337
rmse when k is  6335 431.66904863575337
rmse when k is  6336 431.66904863575337
rmse when k is  6337 431.66904863575337
rmse when k is  6338 431.66904863575337
rmse when k is  6339 431.66904863575337
rmse when k is  6340 431.66904863575337
rmse when k is  6341 431.66904863575337
rmse when k is  6342 431.66904863575337
rmse when k is  6343 431.66904863575337
rmse when k is  6344 431.66904863575337
rmse when k is  6345 431.66904863575337
rmse when k is  6346 431.66904863575337
rmse when k is  6347 431.66904863575337
rmse when k is  6348 431.66904863575337
rmse when k is  6349 431.66904863575337
rmse when k is  6350 431.66904863575337
rmse when k is  6351 431.66904863575337
rmse when k is  6352 431.66904863575337
rmse when k is  6353 431.66904863575337
rmse when k is  6354 431.66904863575337
rmse when k is  6355 431.66904863575337
rmse when k is  6356 431.66904863575337
rmse when k is  6357 431.66904863575337
rmse when k is  6358 431.66904863575337
rmse when k is  6359 431.66904863575337
rmse when k is  6360 431.66904863575337
rmse when k is  6361 431.66904863575337
rmse when k is  6362 431.66904863575337
rmse when k is  6363 431.66904863575337
rmse when k is  6364 431.66904863575337
rmse when k is  6365 431.66904863575337
rmse when k is  6366 431.66904863575337
rmse when k is  6367 431.66904863575337
rmse when k is  6368 431.66904863575337
rmse when k is  6369 431.66904863575337
rmse when k is  6370 431.66904863575337
rmse when k is  6371 431.66904863575337
rmse when k is  6372 431.66904863575337
rmse when k is  6373 431.66904863575337
rmse when k is  6374 431.66904863575337
rmse when k is  6375 431.66904863575337
rmse when k is  6376 431.66904863575337
rmse when k is  6377 431.66904863575337
rmse when k is  6378 431.66904863575337
rmse when k is  6379 431.66904863575337
rmse when k is  6380 431.66904863575337
rmse when k is  6381 431.66904863575337
rmse when k is  6382 431.66904863575337
rmse when k is  6383 431.66904863575337
rmse when k is  6384 431.66904863575337
rmse when k is  6385 431.66904863575337
rmse when k is  6386 431.66904863575337
rmse when k is  6387 431.66904863575337
rmse when k is  6388 431.66904863575337
rmse when k is  6389 431.66904863575337
rmse when k is  6390 431.66904863575337
rmse when k is  6391 431.66904863575337
rmse when k is  6392 431.66904863575337
rmse when k is  6393 431.66904863575337
rmse when k is  6394 431.66904863575337
rmse when k is  6395 431.66904863575337
rmse when k is  6396 431.66904863575337
rmse when k is  6397 431.66904863575337
rmse when k is  6398 431.66904863575337
rmse when k is  6399 431.66904863575337
rmse when k is  6400 431.66904863575337
rmse when k is  6401 431.66904863575337
rmse when k is  6402 431.66904863575337
rmse when k is  6403 431.66904863575337
rmse when k is  6404 431.66904863575337
rmse when k is  6405 431.66904863575337
rmse when k is  6406 431.66904863575337
rmse when k is  6407 431.66904863575337
rmse when k is  6408 431.66904863575337
rmse when k is  6409 431.66904863575337
rmse when k is  6410 431.66904863575337
rmse when k is  6411 431.66904863575337
rmse when k is  6412 431.66904863575337
rmse when k is  6413 431.66904863575337
rmse when k is  6414 431.66904863575337
rmse when k is  6415 431.66904863575337
rmse when k is  6416 431.66904863575337
rmse when k is  6417 431.66904863575337
rmse when k is  6418 431.66904863575337
rmse when k is  6419 431.66904863575337
rmse when k is  6420 431.66904863575337
rmse when k is  6421 431.66904863575337
rmse when k is  6422 431.66904863575337
rmse when k is  6423 431.66904863575337
rmse when k is  6424 431.66904863575337
rmse when k is  6425 431.66904863575337
rmse when k is  6426 431.66904863575337
rmse when k is  6427 431.66904863575337
rmse when k is  6428 431.66904863575337
rmse when k is  6429 431.66904863575337
rmse when k is  6430 431.66904863575337
rmse when k is  6431 431.66904863575337
rmse when k is  6432 431.66904863575337
rmse when k is  6433 431.66904863575337
rmse when k is  6434 431.66904863575337
rmse when k is  6435 431.66904863575337
rmse when k is  6436 431.66904863575337
rmse when k is  6437 431.66904863575337
rmse when k is  6438 431.66904863575337
rmse when k is  6439 431.66904863575337
rmse when k is  6440 431.66904863575337
rmse when k is  6441 431.66904863575337
rmse when k is  6442 431.66904863575337
rmse when k is  6443 431.66904863575337
rmse when k is  6444 431.66904863575337
rmse when k is  6445 431.66904863575337
rmse when k is  6446 431.66904863575337
rmse when k is  6447 431.66904863575337
rmse when k is  6448 431.66904863575337
rmse when k is  6449 431.66904863575337
rmse when k is  6450 431.66904863575337
rmse when k is  6451 431.66904863575337
rmse when k is  6452 431.66904863575337
rmse when k is  6453 431.66904863575337
rmse when k is  6454 431.66904863575337
rmse when k is  6455 431.66904863575337
rmse when k is  6456 431.66904863575337
rmse when k is  6457 431.66904863575337
rmse when k is  6458 431.66904863575337
rmse when k is  6459 431.66904863575337
rmse when k is  6460 431.66904863575337
rmse when k is  6461 431.66904863575337
rmse when k is  6462 431.66904863575337
rmse when k is  6463 431.66904863575337
rmse when k is  6464 431.66904863575337
rmse when k is  6465 431.66904863575337
rmse when k is  6466 431.66904863575337
rmse when k is  6467 431.66904863575337
rmse when k is  6468 431.66904863575337
rmse when k is  6469 431.66904863575337
rmse when k is  6470 431.66904863575337
rmse when k is  6471 431.66904863575337
rmse when k is  6472 431.66904863575337
rmse when k is  6473 431.66904863575337
rmse when k is  6474 431.66904863575337
rmse when k is  6475 431.66904863575337
rmse when k is  6476 431.66904863575337
rmse when k is  6477 431.66904863575337
rmse when k is  6478 431.66904863575337
rmse when k is  6479 431.66904863575337
rmse when k is  6480 431.66904863575337
rmse when k is  6481 431.66904863575337
rmse when k is  6482 431.66904863575337
rmse when k is  6483 431.66904863575337
rmse when k is  6484 431.66904863575337
rmse when k is  6485 431.66904863575337
rmse when k is  6486 431.66904863575337
rmse when k is  6487 431.66904863575337
rmse when k is  6488 431.66904863575337
rmse when k is  6489 431.66904863575337
rmse when k is  6490 431.66904863575337
rmse when k is  6491 431.66904863575337
rmse when k is  6492 431.66904863575337
rmse when k is  6493 431.66904863575337
rmse when k is  6494 431.66904863575337
rmse when k is  6495 431.66904863575337
rmse when k is  6496 431.66904863575337
rmse when k is  6497 431.66904863575337
rmse when k is  6498 431.66904863575337
rmse when k is  6499 431.66904863575337
rmse when k is  6500 431.66904863575337
rmse when k is  6501 431.66904863575337
rmse when k is  6502 431.66904863575337
rmse when k is  6503 431.66904863575337
rmse when k is  6504 431.66904863575337
rmse when k is  6505 431.66904863575337
rmse when k is  6506 431.66904863575337
rmse when k is  6507 431.66904863575337
rmse when k is  6508 431.66904863575337
rmse when k is  6509 431.66904863575337
rmse when k is  6510 431.66904863575337
rmse when k is  6511 431.66904863575337
rmse when k is  6512 431.66904863575337
rmse when k is  6513 431.66904863575337
rmse when k is  6514 431.66904863575337
rmse when k is  6515 431.66904863575337
rmse when k is  6516 431.66904863575337
rmse when k is  6517 431.66904863575337
rmse when k is  6518 431.66904863575337
rmse when k is  6519 431.66904863575337
rmse when k is  6520 431.66904863575337
rmse when k is  6521 431.66904863575337
rmse when k is  6522 431.66904863575337
rmse when k is  6523 431.66904863575337
rmse when k is  6524 431.66904863575337
rmse when k is  6525 431.66904863575337
rmse when k is  6526 431.66904863575337
rmse when k is  6527 431.66904863575337
rmse when k is  6528 431.66904863575337
rmse when k is  6529 431.66904863575337
rmse when k is  6530 431.66904863575337
rmse when k is  6531 431.66904863575337
rmse when k is  6532 431.66904863575337
rmse when k is  6533 431.66904863575337
rmse when k is  6534 431.66904863575337
rmse when k is  6535 431.66904863575337
rmse when k is  6536 431.66904863575337
rmse when k is  6537 431.66904863575337
rmse when k is  6538 431.66904863575337
rmse when k is  6539 431.66904863575337
rmse when k is  6540 431.66904863575337
rmse when k is  6541 431.66904863575337
rmse when k is  6542 431.66904863575337
rmse when k is  6543 431.66904863575337
rmse when k is  6544 431.66904863575337
rmse when k is  6545 431.66904863575337
rmse when k is  6546 431.66904863575337
rmse when k is  6547 431.66904863575337
rmse when k is  6548 431.66904863575337
rmse when k is  6549 431.66904863575337
rmse when k is  6550 431.66904863575337
rmse when k is  6551 431.66904863575337
rmse when k is  6552 431.66904863575337
rmse when k is  6553 431.66904863575337
rmse when k is  6554 431.66904863575337
rmse when k is  6555 431.66904863575337
rmse when k is  6556 431.66904863575337
rmse when k is  6557 431.66904863575337
rmse when k is  6558 431.66904863575337
rmse when k is  6559 431.66904863575337
rmse when k is  6560 431.66904863575337
rmse when k is  6561 431.66904863575337
rmse when k is  6562 431.66904863575337
rmse when k is  6563 431.66904863575337
rmse when k is  6564 431.66904863575337
rmse when k is  6565 431.66904863575337
rmse when k is  6566 431.66904863575337
rmse when k is  6567 431.66904863575337
rmse when k is  6568 431.66904863575337
rmse when k is  6569 431.66904863575337
rmse when k is  6570 431.66904863575337
rmse when k is  6571 431.66904863575337
rmse when k is  6572 431.66904863575337
rmse when k is  6573 431.66904863575337
rmse when k is  6574 431.66904863575337
rmse when k is  6575 431.66904863575337
rmse when k is  6576 431.66904863575337
rmse when k is  6577 431.66904863575337
rmse when k is  6578 431.66904863575337
rmse when k is  6579 431.66904863575337
rmse when k is  6580 431.66904863575337
rmse when k is  6581 431.66904863575337
rmse when k is  6582 431.66904863575337
rmse when k is  6583 431.66904863575337
rmse when k is  6584 431.66904863575337
rmse when k is  6585 431.66904863575337
rmse when k is  6586 431.66904863575337
rmse when k is  6587 431.66904863575337
rmse when k is  6588 431.66904863575337
rmse when k is  6589 431.66904863575337
rmse when k is  6590 431.66904863575337
rmse when k is  6591 431.66904863575337
rmse when k is  6592 431.66904863575337
rmse when k is  6593 431.66904863575337
rmse when k is  6594 431.66904863575337
rmse when k is  6595 431.66904863575337
rmse when k is  6596 431.66904863575337
rmse when k is  6597 431.66904863575337
rmse when k is  6598 431.66904863575337
rmse when k is  6599 431.66904863575337
rmse when k is  6600 431.66904863575337
rmse when k is  6601 431.66904863575337
rmse when k is  6602 431.66904863575337
rmse when k is  6603 431.66904863575337
rmse when k is  6604 431.66904863575337
rmse when k is  6605 431.66904863575337
rmse when k is  6606 431.66904863575337
rmse when k is  6607 431.66904863575337
rmse when k is  6608 431.66904863575337
rmse when k is  6609 431.66904863575337
rmse when k is  6610 431.66904863575337
rmse when k is  6611 431.66904863575337
rmse when k is  6612 431.66904863575337
rmse when k is  6613 431.66904863575337
rmse when k is  6614 431.66904863575337
rmse when k is  6615 431.66904863575337
rmse when k is  6616 431.66904863575337
rmse when k is  6617 431.66904863575337
rmse when k is  6618 431.66904863575337
rmse when k is  6619 431.66904863575337
rmse when k is  6620 431.66904863575337
rmse when k is  6621 431.66904863575337
rmse when k is  6622 431.66904863575337
rmse when k is  6623 431.66904863575337
rmse when k is  6624 431.66904863575337
rmse when k is  6625 431.66904863575337
rmse when k is  6626 431.66904863575337
rmse when k is  6627 431.66904863575337
rmse when k is  6628 431.66904863575337
rmse when k is  6629 431.66904863575337
rmse when k is  6630 431.66904863575337
rmse when k is  6631 431.66904863575337
rmse when k is  6632 431.66904863575337
rmse when k is  6633 431.66904863575337
rmse when k is  6634 431.66904863575337
rmse when k is  6635 431.66904863575337
rmse when k is  6636 431.66904863575337
rmse when k is  6637 431.66904863575337
rmse when k is  6638 431.66904863575337
rmse when k is  6639 431.66904863575337
rmse when k is  6640 431.66904863575337
rmse when k is  6641 431.66904863575337
rmse when k is  6642 431.66904863575337
rmse when k is  6643 431.66904863575337
rmse when k is  6644 431.66904863575337
rmse when k is  6645 431.66904863575337
rmse when k is  6646 431.66904863575337
rmse when k is  6647 431.66904863575337
rmse when k is  6648 431.66904863575337
rmse when k is  6649 431.66904863575337
rmse when k is  6650 431.66904863575337
rmse when k is  6651 431.66904863575337
rmse when k is  6652 431.66904863575337
rmse when k is  6653 431.66904863575337
rmse when k is  6654 431.66904863575337
rmse when k is  6655 431.66904863575337
rmse when k is  6656 431.66904863575337
rmse when k is  6657 431.66904863575337
rmse when k is  6658 431.66904863575337
rmse when k is  6659 431.66904863575337
rmse when k is  6660 431.66904863575337
rmse when k is  6661 431.66904863575337
rmse when k is  6662 431.66904863575337
rmse when k is  6663 431.66904863575337
rmse when k is  6664 431.66904863575337
rmse when k is  6665 431.66904863575337
rmse when k is  6666 431.66904863575337
rmse when k is  6667 431.66904863575337
rmse when k is  6668 431.66904863575337
rmse when k is  6669 431.66904863575337
rmse when k is  6670 431.66904863575337
rmse when k is  6671 431.66904863575337
rmse when k is  6672 431.66904863575337
rmse when k is  6673 431.66904863575337
rmse when k is  6674 431.66904863575337
rmse when k is  6675 431.66904863575337
rmse when k is  6676 431.66904863575337
rmse when k is  6677 431.66904863575337
rmse when k is  6678 431.66904863575337
rmse when k is  6679 431.66904863575337
rmse when k is  6680 431.66904863575337
rmse when k is  6681 431.66904863575337
rmse when k is  6682 431.66904863575337
rmse when k is  6683 431.66904863575337
rmse when k is  6684 431.66904863575337
rmse when k is  6685 431.66904863575337
rmse when k is  6686 431.66904863575337
rmse when k is  6687 431.66904863575337
rmse when k is  6688 431.66904863575337
rmse when k is  6689 431.66904863575337
rmse when k is  6690 431.66904863575337
rmse when k is  6691 431.66904863575337
rmse when k is  6692 431.66904863575337
rmse when k is  6693 431.66904863575337
rmse when k is  6694 431.66904863575337
rmse when k is  6695 431.66904863575337
rmse when k is  6696 431.66904863575337
rmse when k is  6697 431.66904863575337
rmse when k is  6698 431.66904863575337
rmse when k is  6699 431.66904863575337
rmse when k is  6700 431.66904863575337
rmse when k is  6701 431.66904863575337
rmse when k is  6702 431.66904863575337
rmse when k is  6703 431.66904863575337
rmse when k is  6704 431.66904863575337
rmse when k is  6705 431.66904863575337
rmse when k is  6706 431.66904863575337
rmse when k is  6707 431.66904863575337
rmse when k is  6708 431.66904863575337
rmse when k is  6709 431.66904863575337
rmse when k is  6710 431.66904863575337
rmse when k is  6711 431.66904863575337
rmse when k is  6712 431.66904863575337
rmse when k is  6713 431.66904863575337
rmse when k is  6714 431.66904863575337
rmse when k is  6715 431.66904863575337
rmse when k is  6716 431.66904863575337
rmse when k is  6717 431.66904863575337
rmse when k is  6718 431.66904863575337
rmse when k is  6719 431.66904863575337
rmse when k is  6720 431.66904863575337
rmse when k is  6721 431.66904863575337
rmse when k is  6722 431.66904863575337
rmse when k is  6723 431.66904863575337
rmse when k is  6724 431.66904863575337
rmse when k is  6725 431.66904863575337
rmse when k is  6726 431.66904863575337
rmse when k is  6727 431.66904863575337
rmse when k is  6728 431.66904863575337
rmse when k is  6729 431.66904863575337
rmse when k is  6730 431.66904863575337
rmse when k is  6731 431.66904863575337
rmse when k is  6732 431.66904863575337
rmse when k is  6733 431.66904863575337
rmse when k is  6734 431.66904863575337
rmse when k is  6735 431.66904863575337
rmse when k is  6736 431.66904863575337
rmse when k is  6737 431.66904863575337
rmse when k is  6738 431.66904863575337
rmse when k is  6739 431.66904863575337
rmse when k is  6740 431.66904863575337
rmse when k is  6741 431.66904863575337
rmse when k is  6742 431.66904863575337
rmse when k is  6743 431.66904863575337
rmse when k is  6744 431.66904863575337
rmse when k is  6745 431.66904863575337
rmse when k is  6746 431.66904863575337
rmse when k is  6747 431.66904863575337
rmse when k is  6748 431.66904863575337
rmse when k is  6749 431.66904863575337
rmse when k is  6750 431.66904863575337
rmse when k is  6751 431.66904863575337
rmse when k is  6752 431.66904863575337
rmse when k is  6753 431.66904863575337
rmse when k is  6754 431.66904863575337
rmse when k is  6755 431.66904863575337
rmse when k is  6756 431.66904863575337
rmse when k is  6757 431.66904863575337
rmse when k is  6758 431.66904863575337
rmse when k is  6759 431.66904863575337
rmse when k is  6760 431.66904863575337
rmse when k is  6761 431.66904863575337
rmse when k is  6762 431.66904863575337
rmse when k is  6763 431.66904863575337
rmse when k is  6764 431.66904863575337
rmse when k is  6765 431.66904863575337
rmse when k is  6766 431.66904863575337
rmse when k is  6767 431.66904863575337
rmse when k is  6768 431.66904863575337
rmse when k is  6769 431.66904863575337
rmse when k is  6770 431.66904863575337
rmse when k is  6771 431.66904863575337
rmse when k is  6772 431.66904863575337
rmse when k is  6773 431.66904863575337
rmse when k is  6774 431.66904863575337
rmse when k is  6775 431.66904863575337
rmse when k is  6776 431.66904863575337
rmse when k is  6777 431.66904863575337
rmse when k is  6778 431.66904863575337
rmse when k is  6779 431.66904863575337
rmse when k is  6780 431.66904863575337
rmse when k is  6781 431.66904863575337
rmse when k is  6782 431.66904863575337
rmse when k is  6783 431.66904863575337
rmse when k is  6784 431.66904863575337
rmse when k is  6785 431.66904863575337
rmse when k is  6786 431.66904863575337
rmse when k is  6787 431.66904863575337
rmse when k is  6788 431.66904863575337
rmse when k is  6789 431.66904863575337
rmse when k is  6790 431.66904863575337
rmse when k is  6791 431.66904863575337
rmse when k is  6792 431.66904863575337
rmse when k is  6793 431.66904863575337
rmse when k is  6794 431.66904863575337
rmse when k is  6795 431.66904863575337
rmse when k is  6796 431.66904863575337
rmse when k is  6797 431.66904863575337
rmse when k is  6798 431.66904863575337
rmse when k is  6799 431.66904863575337
rmse when k is  6800 431.66904863575337
rmse when k is  6801 431.66904863575337
rmse when k is  6802 431.66904863575337
rmse when k is  6803 431.66904863575337
rmse when k is  6804 431.66904863575337
rmse when k is  6805 431.66904863575337
rmse when k is  6806 431.66904863575337
rmse when k is  6807 431.66904863575337
rmse when k is  6808 431.66904863575337
rmse when k is  6809 431.66904863575337
rmse when k is  6810 431.66904863575337
rmse when k is  6811 431.66904863575337
rmse when k is  6812 431.66904863575337
rmse when k is  6813 431.66904863575337
rmse when k is  6814 431.66904863575337
rmse when k is  6815 431.66904863575337
rmse when k is  6816 431.66904863575337
rmse when k is  6817 431.66904863575337
rmse when k is  6818 431.66904863575337
rmse when k is  6819 431.66904863575337
rmse when k is  6820 431.66904863575337
rmse when k is  6821 431.66904863575337
rmse when k is  6822 431.66904863575337
rmse when k is  6823 431.66904863575337
rmse when k is  6824 431.66904863575337
rmse when k is  6825 431.66904863575337
rmse when k is  6826 431.66904863575337
rmse when k is  6827 431.66904863575337
rmse when k is  6828 431.66904863575337
rmse when k is  6829 431.66904863575337
rmse when k is  6830 431.66904863575337
rmse when k is  6831 431.66904863575337
rmse when k is  6832 431.66904863575337
rmse when k is  6833 431.66904863575337
rmse when k is  6834 431.66904863575337
rmse when k is  6835 431.66904863575337
rmse when k is  6836 431.66904863575337
rmse when k is  6837 431.66904863575337
rmse when k is  6838 431.66904863575337
rmse when k is  6839 431.66904863575337
rmse when k is  6840 431.66904863575337
rmse when k is  6841 431.66904863575337
rmse when k is  6842 431.66904863575337
rmse when k is  6843 431.66904863575337
rmse when k is  6844 431.66904863575337
rmse when k is  6845 431.66904863575337
rmse when k is  6846 431.66904863575337
rmse when k is  6847 431.66904863575337
rmse when k is  6848 431.66904863575337
rmse when k is  6849 431.66904863575337
rmse when k is  6850 431.66904863575337
rmse when k is  6851 431.66904863575337
rmse when k is  6852 431.66904863575337
rmse when k is  6853 431.66904863575337
rmse when k is  6854 431.66904863575337
rmse when k is  6855 431.66904863575337
rmse when k is  6856 431.66904863575337
rmse when k is  6857 431.66904863575337
rmse when k is  6858 431.66904863575337
rmse when k is  6859 431.66904863575337
rmse when k is  6860 431.66904863575337
rmse when k is  6861 431.66904863575337
rmse when k is  6862 431.66904863575337
rmse when k is  6863 431.66904863575337
rmse when k is  6864 431.66904863575337
rmse when k is  6865 431.66904863575337
rmse when k is  6866 431.66904863575337
rmse when k is  6867 431.66904863575337
rmse when k is  6868 431.66904863575337
rmse when k is  6869 431.66904863575337
rmse when k is  6870 431.66904863575337
rmse when k is  6871 431.66904863575337
rmse when k is  6872 431.66904863575337
rmse when k is  6873 431.66904863575337
rmse when k is  6874 431.66904863575337
rmse when k is  6875 431.66904863575337
rmse when k is  6876 431.66904863575337
rmse when k is  6877 431.66904863575337
rmse when k is  6878 431.66904863575337
rmse when k is  6879 431.66904863575337
rmse when k is  6880 431.66904863575337
rmse when k is  6881 431.66904863575337
rmse when k is  6882 431.66904863575337
rmse when k is  6883 431.66904863575337
rmse when k is  6884 431.66904863575337
rmse when k is  6885 431.66904863575337
rmse when k is  6886 431.66904863575337
rmse when k is  6887 431.66904863575337
rmse when k is  6888 431.66904863575337
rmse when k is  6889 431.66904863575337
rmse when k is  6890 431.66904863575337
rmse when k is  6891 431.66904863575337
rmse when k is  6892 431.66904863575337
rmse when k is  6893 431.66904863575337
rmse when k is  6894 431.66904863575337
rmse when k is  6895 431.66904863575337
rmse when k is  6896 431.66904863575337
rmse when k is  6897 431.66904863575337
rmse when k is  6898 431.66904863575337
rmse when k is  6899 431.66904863575337
rmse when k is  6900 431.66904863575337
rmse when k is  6901 431.66904863575337
rmse when k is  6902 431.66904863575337
rmse when k is  6903 431.66904863575337
rmse when k is  6904 431.66904863575337
rmse when k is  6905 431.66904863575337
rmse when k is  6906 431.66904863575337
rmse when k is  6907 431.66904863575337
rmse when k is  6908 431.66904863575337
rmse when k is  6909 431.66904863575337
rmse when k is  6910 431.66904863575337
rmse when k is  6911 431.66904863575337
rmse when k is  6912 431.66904863575337
rmse when k is  6913 431.66904863575337
rmse when k is  6914 431.66904863575337
rmse when k is  6915 431.66904863575337
rmse when k is  6916 431.66904863575337
rmse when k is  6917 431.66904863575337
rmse when k is  6918 431.66904863575337
rmse when k is  6919 431.66904863575337
rmse when k is  6920 431.66904863575337
rmse when k is  6921 431.66904863575337
rmse when k is  6922 431.66904863575337
rmse when k is  6923 431.66904863575337
rmse when k is  6924 431.66904863575337
rmse when k is  6925 431.66904863575337
rmse when k is  6926 431.66904863575337
rmse when k is  6927 431.66904863575337
rmse when k is  6928 431.66904863575337
rmse when k is  6929 431.66904863575337
rmse when k is  6930 431.66904863575337
rmse when k is  6931 431.66904863575337
rmse when k is  6932 431.66904863575337
rmse when k is  6933 431.66904863575337
rmse when k is  6934 431.66904863575337
rmse when k is  6935 431.66904863575337
rmse when k is  6936 431.66904863575337
rmse when k is  6937 431.66904863575337
rmse when k is  6938 431.66904863575337
rmse when k is  6939 431.66904863575337
rmse when k is  6940 431.66904863575337
rmse when k is  6941 431.66904863575337
rmse when k is  6942 431.66904863575337
rmse when k is  6943 431.66904863575337
rmse when k is  6944 431.66904863575337
rmse when k is  6945 431.66904863575337
rmse when k is  6946 431.66904863575337
rmse when k is  6947 431.66904863575337
rmse when k is  6948 431.66904863575337
rmse when k is  6949 431.66904863575337
rmse when k is  6950 431.66904863575337
rmse when k is  6951 431.66904863575337
rmse when k is  6952 431.66904863575337
rmse when k is  6953 431.66904863575337
rmse when k is  6954 431.66904863575337
rmse when k is  6955 431.66904863575337
rmse when k is  6956 431.66904863575337
rmse when k is  6957 431.66904863575337
rmse when k is  6958 431.66904863575337
rmse when k is  6959 431.66904863575337
rmse when k is  6960 431.66904863575337
rmse when k is  6961 431.66904863575337
rmse when k is  6962 431.66904863575337
rmse when k is  6963 431.66904863575337
rmse when k is  6964 431.66904863575337
rmse when k is  6965 431.66904863575337
rmse when k is  6966 431.66904863575337
rmse when k is  6967 431.66904863575337
rmse when k is  6968 431.66904863575337
rmse when k is  6969 431.66904863575337
rmse when k is  6970 431.66904863575337
rmse when k is  6971 431.66904863575337
rmse when k is  6972 431.66904863575337
rmse when k is  6973 431.66904863575337
rmse when k is  6974 431.66904863575337
rmse when k is  6975 431.66904863575337
rmse when k is  6976 431.66904863575337
rmse when k is  6977 431.66904863575337
rmse when k is  6978 431.66904863575337
rmse when k is  6979 431.66904863575337
rmse when k is  6980 431.66904863575337
rmse when k is  6981 431.66904863575337
rmse when k is  6982 431.66904863575337
rmse when k is  6983 431.66904863575337
rmse when k is  6984 431.66904863575337
rmse when k is  6985 431.66904863575337
rmse when k is  6986 431.66904863575337
rmse when k is  6987 431.66904863575337
rmse when k is  6988 431.66904863575337
rmse when k is  6989 431.66904863575337
rmse when k is  6990 431.66904863575337
rmse when k is  6991 431.66904863575337
rmse when k is  6992 431.66904863575337
rmse when k is  6993 431.66904863575337
rmse when k is  6994 431.66904863575337
rmse when k is  6995 431.66904863575337
rmse when k is  6996 431.66904863575337
rmse when k is  6997 431.66904863575337
rmse when k is  6998 431.66904863575337
rmse when k is  6999 431.66904863575337
rmse when k is  7000 431.66904863575337
rmse when k is  7001 431.66904863575337
rmse when k is  7002 431.66904863575337
rmse when k is  7003 431.66904863575337
rmse when k is  7004 431.66904863575337
rmse when k is  7005 431.66904863575337
rmse when k is  7006 431.66904863575337
rmse when k is  7007 431.66904863575337
rmse when k is  7008 431.66904863575337
rmse when k is  7009 431.66904863575337
rmse when k is  7010 431.66904863575337
rmse when k is  7011 431.66904863575337
rmse when k is  7012 431.66904863575337
rmse when k is  7013 431.66904863575337
rmse when k is  7014 431.66904863575337
rmse when k is  7015 431.66904863575337
rmse when k is  7016 431.66904863575337
rmse when k is  7017 431.66904863575337
rmse when k is  7018 431.66904863575337
rmse when k is  7019 431.66904863575337
rmse when k is  7020 431.66904863575337
rmse when k is  7021 431.66904863575337
rmse when k is  7022 431.66904863575337
rmse when k is  7023 431.66904863575337
rmse when k is  7024 431.66904863575337
rmse when k is  7025 431.66904863575337
rmse when k is  7026 431.66904863575337
rmse when k is  7027 431.66904863575337
rmse when k is  7028 431.66904863575337
rmse when k is  7029 431.66904863575337
rmse when k is  7030 431.66904863575337
rmse when k is  7031 431.66904863575337
rmse when k is  7032 431.66904863575337
rmse when k is  7033 431.66904863575337
rmse when k is  7034 431.66904863575337
rmse when k is  7035 431.66904863575337
rmse when k is  7036 431.66904863575337
rmse when k is  7037 431.66904863575337
rmse when k is  7038 431.66904863575337
rmse when k is  7039 431.66904863575337
rmse when k is  7040 431.66904863575337
rmse when k is  7041 431.66904863575337
rmse when k is  7042 431.66904863575337
rmse when k is  7043 431.66904863575337
rmse when k is  7044 431.66904863575337
rmse when k is  7045 431.66904863575337
rmse when k is  7046 431.66904863575337
rmse when k is  7047 431.66904863575337
rmse when k is  7048 431.66904863575337
rmse when k is  7049 431.66904863575337
rmse when k is  7050 431.66904863575337
rmse when k is  7051 431.66904863575337
rmse when k is  7052 431.66904863575337
rmse when k is  7053 431.66904863575337
rmse when k is  7054 431.66904863575337
rmse when k is  7055 431.66904863575337
rmse when k is  7056 431.66904863575337
rmse when k is  7057 431.66904863575337
rmse when k is  7058 431.66904863575337
rmse when k is  7059 431.66904863575337
rmse when k is  7060 431.66904863575337
rmse when k is  7061 431.66904863575337
rmse when k is  7062 431.66904863575337
rmse when k is  7063 431.66904863575337
rmse when k is  7064 431.66904863575337
rmse when k is  7065 431.66904863575337
rmse when k is  7066 431.66904863575337
rmse when k is  7067 431.66904863575337
rmse when k is  7068 431.66904863575337
rmse when k is  7069 431.66904863575337
rmse when k is  7070 431.66904863575337
rmse when k is  7071 431.66904863575337
rmse when k is  7072 431.66904863575337
rmse when k is  7073 431.66904863575337
rmse when k is  7074 431.66904863575337
rmse when k is  7075 431.66904863575337
rmse when k is  7076 431.66904863575337
rmse when k is  7077 431.66904863575337
rmse when k is  7078 431.66904863575337
rmse when k is  7079 431.66904863575337
rmse when k is  7080 431.66904863575337
rmse when k is  7081 431.66904863575337
rmse when k is  7082 431.66904863575337
rmse when k is  7083 431.66904863575337
rmse when k is  7084 431.66904863575337
rmse when k is  7085 431.66904863575337
rmse when k is  7086 431.66904863575337
rmse when k is  7087 431.66904863575337
rmse when k is  7088 431.66904863575337
rmse when k is  7089 431.66904863575337
rmse when k is  7090 431.66904863575337
rmse when k is  7091 431.66904863575337
rmse when k is  7092 431.66904863575337
rmse when k is  7093 431.66904863575337
rmse when k is  7094 431.66904863575337
rmse when k is  7095 431.66904863575337
rmse when k is  7096 431.66904863575337
rmse when k is  7097 431.66904863575337
rmse when k is  7098 431.66904863575337
rmse when k is  7099 431.66904863575337
rmse when k is  7100 431.66904863575337
rmse when k is  7101 431.66904863575337
rmse when k is  7102 431.66904863575337
rmse when k is  7103 431.66904863575337
rmse when k is  7104 431.66904863575337
rmse when k is  7105 431.66904863575337
rmse when k is  7106 431.66904863575337
rmse when k is  7107 431.66904863575337
rmse when k is  7108 431.66904863575337
rmse when k is  7109 431.66904863575337
rmse when k is  7110 431.66904863575337
rmse when k is  7111 431.66904863575337
rmse when k is  7112 431.66904863575337
rmse when k is  7113 431.66904863575337
rmse when k is  7114 431.66904863575337
rmse when k is  7115 431.66904863575337
rmse when k is  7116 431.66904863575337
rmse when k is  7117 431.66904863575337
rmse when k is  7118 431.66904863575337
rmse when k is  7119 431.66904863575337
rmse when k is  7120 431.66904863575337
rmse when k is  7121 431.66904863575337
rmse when k is  7122 431.66904863575337
rmse when k is  7123 431.66904863575337
rmse when k is  7124 431.66904863575337
rmse when k is  7125 431.66904863575337
rmse when k is  7126 431.66904863575337
rmse when k is  7127 431.66904863575337
rmse when k is  7128 431.66904863575337
rmse when k is  7129 431.66904863575337
rmse when k is  7130 431.66904863575337
rmse when k is  7131 431.66904863575337
rmse when k is  7132 431.66904863575337
rmse when k is  7133 431.66904863575337
rmse when k is  7134 431.66904863575337
rmse when k is  7135 431.66904863575337
rmse when k is  7136 431.66904863575337
rmse when k is  7137 431.66904863575337
rmse when k is  7138 431.66904863575337
rmse when k is  7139 431.66904863575337
rmse when k is  7140 431.66904863575337
rmse when k is  7141 431.66904863575337
rmse when k is  7142 431.66904863575337
rmse when k is  7143 431.66904863575337
rmse when k is  7144 431.66904863575337
rmse when k is  7145 431.66904863575337
rmse when k is  7146 431.66904863575337
rmse when k is  7147 431.66904863575337
rmse when k is  7148 431.66904863575337
rmse when k is  7149 431.66904863575337
rmse when k is  7150 431.66904863575337
rmse when k is  7151 431.66904863575337
rmse when k is  7152 431.66904863575337
rmse when k is  7153 431.66904863575337
rmse when k is  7154 431.66904863575337
rmse when k is  7155 431.66904863575337
rmse when k is  7156 431.66904863575337
rmse when k is  7157 431.66904863575337
rmse when k is  7158 431.66904863575337
rmse when k is  7159 431.66904863575337
rmse when k is  7160 431.66904863575337
rmse when k is  7161 431.66904863575337
rmse when k is  7162 431.66904863575337
rmse when k is  7163 431.66904863575337
rmse when k is  7164 431.66904863575337
rmse when k is  7165 431.66904863575337
rmse when k is  7166 431.66904863575337
rmse when k is  7167 431.66904863575337
rmse when k is  7168 431.66904863575337
rmse when k is  7169 431.66904863575337
rmse when k is  7170 431.66904863575337
rmse when k is  7171 431.66904863575337
rmse when k is  7172 431.66904863575337
rmse when k is  7173 431.66904863575337
rmse when k is  7174 431.66904863575337
rmse when k is  7175 431.66904863575337
rmse when k is  7176 431.66904863575337
rmse when k is  7177 431.66904863575337
rmse when k is  7178 431.66904863575337
rmse when k is  7179 431.66904863575337
rmse when k is  7180 431.66904863575337
rmse when k is  7181 431.66904863575337
rmse when k is  7182 431.66904863575337
rmse when k is  7183 431.66904863575337
rmse when k is  7184 431.66904863575337
rmse when k is  7185 431.66904863575337
rmse when k is  7186 431.66904863575337
rmse when k is  7187 431.66904863575337
rmse when k is  7188 431.66904863575337
rmse when k is  7189 431.66904863575337
rmse when k is  7190 431.66904863575337
rmse when k is  7191 431.66904863575337
rmse when k is  7192 431.66904863575337
rmse when k is  7193 431.66904863575337
rmse when k is  7194 431.66904863575337
rmse when k is  7195 431.66904863575337
rmse when k is  7196 431.66904863575337
rmse when k is  7197 431.66904863575337
rmse when k is  7198 431.66904863575337
rmse when k is  7199 431.66904863575337
rmse when k is  7200 431.66904863575337
rmse when k is  7201 431.66904863575337
rmse when k is  7202 431.66904863575337
rmse when k is  7203 431.66904863575337
rmse when k is  7204 431.66904863575337
rmse when k is  7205 431.66904863575337
rmse when k is  7206 431.66904863575337
rmse when k is  7207 431.66904863575337
rmse when k is  7208 431.66904863575337
rmse when k is  7209 431.66904863575337
rmse when k is  7210 431.66904863575337
rmse when k is  7211 431.66904863575337
rmse when k is  7212 431.66904863575337
rmse when k is  7213 431.66904863575337
rmse when k is  7214 431.66904863575337
rmse when k is  7215 431.66904863575337
rmse when k is  7216 431.66904863575337
rmse when k is  7217 431.66904863575337
rmse when k is  7218 431.66904863575337
rmse when k is  7219 431.66904863575337
rmse when k is  7220 431.66904863575337
rmse when k is  7221 431.66904863575337
rmse when k is  7222 431.66904863575337
rmse when k is  7223 431.66904863575337
rmse when k is  7224 431.66904863575337
rmse when k is  7225 431.66904863575337
rmse when k is  7226 431.66904863575337
rmse when k is  7227 431.66904863575337
rmse when k is  7228 431.66904863575337
rmse when k is  7229 431.66904863575337
rmse when k is  7230 431.66904863575337
rmse when k is  7231 431.66904863575337
rmse when k is  7232 431.66904863575337
rmse when k is  7233 431.66904863575337
rmse when k is  7234 431.66904863575337
rmse when k is  7235 431.66904863575337
rmse when k is  7236 431.66904863575337
rmse when k is  7237 431.66904863575337
rmse when k is  7238 431.66904863575337
rmse when k is  7239 431.66904863575337
rmse when k is  7240 431.66904863575337
rmse when k is  7241 431.66904863575337
rmse when k is  7242 431.66904863575337
rmse when k is  7243 431.66904863575337
rmse when k is  7244 431.66904863575337
rmse when k is  7245 431.66904863575337
rmse when k is  7246 431.66904863575337
rmse when k is  7247 431.66904863575337
rmse when k is  7248 431.66904863575337
rmse when k is  7249 431.66904863575337
rmse when k is  7250 431.66904863575337
rmse when k is  7251 431.66904863575337
rmse when k is  7252 431.66904863575337
rmse when k is  7253 431.66904863575337
rmse when k is  7254 431.66904863575337
rmse when k is  7255 431.66904863575337
rmse when k is  7256 431.66904863575337
rmse when k is  7257 431.66904863575337
rmse when k is  7258 431.66904863575337
rmse when k is  7259 431.66904863575337
rmse when k is  7260 431.66904863575337
rmse when k is  7261 431.66904863575337
rmse when k is  7262 431.66904863575337
rmse when k is  7263 431.66904863575337
rmse when k is  7264 431.66904863575337
rmse when k is  7265 431.66904863575337
rmse when k is  7266 431.66904863575337
rmse when k is  7267 431.66904863575337
rmse when k is  7268 431.66904863575337
rmse when k is  7269 431.66904863575337
rmse when k is  7270 431.66904863575337
rmse when k is  7271 431.66904863575337
rmse when k is  7272 431.66904863575337
rmse when k is  7273 431.66904863575337
rmse when k is  7274 431.66904863575337
rmse when k is  7275 431.66904863575337
rmse when k is  7276 431.66904863575337
rmse when k is  7277 431.66904863575337
rmse when k is  7278 431.66904863575337
rmse when k is  7279 431.66904863575337
rmse when k is  7280 431.66904863575337
rmse when k is  7281 431.66904863575337
rmse when k is  7282 431.66904863575337
rmse when k is  7283 431.66904863575337
rmse when k is  7284 431.66904863575337
rmse when k is  7285 431.66904863575337
rmse when k is  7286 431.66904863575337
rmse when k is  7287 431.66904863575337
rmse when k is  7288 431.66904863575337
rmse when k is  7289 431.66904863575337
rmse when k is  7290 431.66904863575337
rmse when k is  7291 431.66904863575337
rmse when k is  7292 431.66904863575337
rmse when k is  7293 431.66904863575337
rmse when k is  7294 431.66904863575337
rmse when k is  7295 431.66904863575337
rmse when k is  7296 431.66904863575337
rmse when k is  7297 431.66904863575337
rmse when k is  7298 431.66904863575337
rmse when k is  7299 431.66904863575337
rmse when k is  7300 431.66904863575337
rmse when k is  7301 431.66904863575337
rmse when k is  7302 431.66904863575337
rmse when k is  7303 431.66904863575337
rmse when k is  7304 431.66904863575337
rmse when k is  7305 431.66904863575337
rmse when k is  7306 431.66904863575337
rmse when k is  7307 431.66904863575337
rmse when k is  7308 431.66904863575337
rmse when k is  7309 431.66904863575337
rmse when k is  7310 431.66904863575337
rmse when k is  7311 431.66904863575337
rmse when k is  7312 431.66904863575337
rmse when k is  7313 431.66904863575337
rmse when k is  7314 431.66904863575337
rmse when k is  7315 431.66904863575337
rmse when k is  7316 431.66904863575337
rmse when k is  7317 431.66904863575337
rmse when k is  7318 431.66904863575337
rmse when k is  7319 431.66904863575337
rmse when k is  7320 431.66904863575337
rmse when k is  7321 431.66904863575337
rmse when k is  7322 431.66904863575337
rmse when k is  7323 431.66904863575337
rmse when k is  7324 431.66904863575337
rmse when k is  7325 431.66904863575337
rmse when k is  7326 431.66904863575337
rmse when k is  7327 431.66904863575337
rmse when k is  7328 431.66904863575337
rmse when k is  7329 431.66904863575337
rmse when k is  7330 431.66904863575337
rmse when k is  7331 431.66904863575337
rmse when k is  7332 431.66904863575337
rmse when k is  7333 431.66904863575337
rmse when k is  7334 431.66904863575337
rmse when k is  7335 431.66904863575337
rmse when k is  7336 431.66904863575337
rmse when k is  7337 431.66904863575337
rmse when k is  7338 431.66904863575337
rmse when k is  7339 431.66904863575337
rmse when k is  7340 431.66904863575337
rmse when k is  7341 431.66904863575337
rmse when k is  7342 431.66904863575337
rmse when k is  7343 431.66904863575337
rmse when k is  7344 431.66904863575337
rmse when k is  7345 431.66904863575337
rmse when k is  7346 431.66904863575337
rmse when k is  7347 431.66904863575337
rmse when k is  7348 431.66904863575337
rmse when k is  7349 431.66904863575337
rmse when k is  7350 431.66904863575337
rmse when k is  7351 431.66904863575337
rmse when k is  7352 431.66904863575337
rmse when k is  7353 431.66904863575337
rmse when k is  7354 431.66904863575337
rmse when k is  7355 431.66904863575337
rmse when k is  7356 431.66904863575337
rmse when k is  7357 431.66904863575337
rmse when k is  7358 431.66904863575337
rmse when k is  7359 431.66904863575337
rmse when k is  7360 431.66904863575337
rmse when k is  7361 431.66904863575337
rmse when k is  7362 431.66904863575337
rmse when k is  7363 431.66904863575337
rmse when k is  7364 431.66904863575337
rmse when k is  7365 431.66904863575337
rmse when k is  7366 431.66904863575337
rmse when k is  7367 431.66904863575337
rmse when k is  7368 431.66904863575337
rmse when k is  7369 431.66904863575337
rmse when k is  7370 431.66904863575337
rmse when k is  7371 431.66904863575337
rmse when k is  7372 431.66904863575337
rmse when k is  7373 431.66904863575337
rmse when k is  7374 431.66904863575337
rmse when k is  7375 431.66904863575337
rmse when k is  7376 431.66904863575337
rmse when k is  7377 431.66904863575337
rmse when k is  7378 431.66904863575337
rmse when k is  7379 431.66904863575337
rmse when k is  7380 431.66904863575337
rmse when k is  7381 431.66904863575337
rmse when k is  7382 431.66904863575337
rmse when k is  7383 431.66904863575337
rmse when k is  7384 431.66904863575337
rmse when k is  7385 431.66904863575337
rmse when k is  7386 431.66904863575337
rmse when k is  7387 431.66904863575337
rmse when k is  7388 431.66904863575337
rmse when k is  7389 431.66904863575337
rmse when k is  7390 431.66904863575337
rmse when k is  7391 431.66904863575337
rmse when k is  7392 431.66904863575337
rmse when k is  7393 431.66904863575337
rmse when k is  7394 431.66904863575337
rmse when k is  7395 431.66904863575337
rmse when k is  7396 431.66904863575337
rmse when k is  7397 431.66904863575337
rmse when k is  7398 431.66904863575337
rmse when k is  7399 431.66904863575337
rmse when k is  7400 431.66904863575337
rmse when k is  7401 431.66904863575337
rmse when k is  7402 431.66904863575337
rmse when k is  7403 431.66904863575337
rmse when k is  7404 431.66904863575337
rmse when k is  7405 431.66904863575337
rmse when k is  7406 431.66904863575337
rmse when k is  7407 431.66904863575337
rmse when k is  7408 431.66904863575337
rmse when k is  7409 431.66904863575337
rmse when k is  7410 431.66904863575337
rmse when k is  7411 431.66904863575337
rmse when k is  7412 431.66904863575337
rmse when k is  7413 431.66904863575337
rmse when k is  7414 431.66904863575337
rmse when k is  7415 431.66904863575337
rmse when k is  7416 431.66904863575337
rmse when k is  7417 431.66904863575337
rmse when k is  7418 431.66904863575337
rmse when k is  7419 431.66904863575337
rmse when k is  7420 431.66904863575337
rmse when k is  7421 431.66904863575337
rmse when k is  7422 431.66904863575337
rmse when k is  7423 431.66904863575337
rmse when k is  7424 431.66904863575337
rmse when k is  7425 431.66904863575337
rmse when k is  7426 431.66904863575337
rmse when k is  7427 431.66904863575337
rmse when k is  7428 431.66904863575337
rmse when k is  7429 431.66904863575337
rmse when k is  7430 431.66904863575337
rmse when k is  7431 431.66904863575337
rmse when k is  7432 431.66904863575337
rmse when k is  7433 431.66904863575337
rmse when k is  7434 431.66904863575337
rmse when k is  7435 431.66904863575337
rmse when k is  7436 431.66904863575337
rmse when k is  7437 431.66904863575337
rmse when k is  7438 431.66904863575337
rmse when k is  7439 431.66904863575337
rmse when k is  7440 431.66904863575337
rmse when k is  7441 431.66904863575337
rmse when k is  7442 431.66904863575337
rmse when k is  7443 431.66904863575337
rmse when k is  7444 431.66904863575337
rmse when k is  7445 431.66904863575337
rmse when k is  7446 431.66904863575337
rmse when k is  7447 431.66904863575337
rmse when k is  7448 431.66904863575337
rmse when k is  7449 431.66904863575337
rmse when k is  7450 431.66904863575337
rmse when k is  7451 431.66904863575337
rmse when k is  7452 431.66904863575337
rmse when k is  7453 431.66904863575337
rmse when k is  7454 431.66904863575337
rmse when k is  7455 431.66904863575337
rmse when k is  7456 431.66904863575337
rmse when k is  7457 431.66904863575337
rmse when k is  7458 431.66904863575337
rmse when k is  7459 431.66904863575337
rmse when k is  7460 431.66904863575337
rmse when k is  7461 431.66904863575337
rmse when k is  7462 431.66904863575337
rmse when k is  7463 431.66904863575337
rmse when k is  7464 431.66904863575337
rmse when k is  7465 431.66904863575337
rmse when k is  7466 431.66904863575337
rmse when k is  7467 431.66904863575337
rmse when k is  7468 431.66904863575337
rmse when k is  7469 431.66904863575337
rmse when k is  7470 431.66904863575337
rmse when k is  7471 431.66904863575337
rmse when k is  7472 431.66904863575337
rmse when k is  7473 431.66904863575337
rmse when k is  7474 431.66904863575337
rmse when k is  7475 431.66904863575337
rmse when k is  7476 431.66904863575337
rmse when k is  7477 431.66904863575337
rmse when k is  7478 431.66904863575337
rmse when k is  7479 431.66904863575337
rmse when k is  7480 431.66904863575337
rmse when k is  7481 431.66904863575337
rmse when k is  7482 431.66904863575337
rmse when k is  7483 431.66904863575337
rmse when k is  7484 431.66904863575337
rmse when k is  7485 431.66904863575337
rmse when k is  7486 431.66904863575337
rmse when k is  7487 431.66904863575337
rmse when k is  7488 431.66904863575337
rmse when k is  7489 431.66904863575337
rmse when k is  7490 431.66904863575337
rmse when k is  7491 431.66904863575337
rmse when k is  7492 431.66904863575337
rmse when k is  7493 431.66904863575337
rmse when k is  7494 431.66904863575337
rmse when k is  7495 431.66904863575337
rmse when k is  7496 431.66904863575337
rmse when k is  7497 431.66904863575337
rmse when k is  7498 431.66904863575337
rmse when k is  7499 431.66904863575337
rmse when k is  7500 431.66904863575337
rmse when k is  7501 431.66904863575337
rmse when k is  7502 431.66904863575337
rmse when k is  7503 431.66904863575337
rmse when k is  7504 431.66904863575337
rmse when k is  7505 431.66904863575337
rmse when k is  7506 431.66904863575337
rmse when k is  7507 431.66904863575337
rmse when k is  7508 431.66904863575337
rmse when k is  7509 431.66904863575337
rmse when k is  7510 431.66904863575337
rmse when k is  7511 431.66904863575337
rmse when k is  7512 431.66904863575337
rmse when k is  7513 431.66904863575337
rmse when k is  7514 431.66904863575337
rmse when k is  7515 431.66904863575337
rmse when k is  7516 431.66904863575337
rmse when k is  7517 431.66904863575337
rmse when k is  7518 431.66904863575337
rmse when k is  7519 431.66904863575337
rmse when k is  7520 431.66904863575337
rmse when k is  7521 431.66904863575337
rmse when k is  7522 431.66904863575337
rmse when k is  7523 431.66904863575337
rmse when k is  7524 431.66904863575337
rmse when k is  7525 431.66904863575337
rmse when k is  7526 431.66904863575337
rmse when k is  7527 431.66904863575337
rmse when k is  7528 431.66904863575337
rmse when k is  7529 431.66904863575337
rmse when k is  7530 431.66904863575337
rmse when k is  7531 431.66904863575337
rmse when k is  7532 431.66904863575337
rmse when k is  7533 431.66904863575337
rmse when k is  7534 431.66904863575337
rmse when k is  7535 431.66904863575337
rmse when k is  7536 431.66904863575337
rmse when k is  7537 431.66904863575337
rmse when k is  7538 431.66904863575337
rmse when k is  7539 431.66904863575337
rmse when k is  7540 431.66904863575337
rmse when k is  7541 431.66904863575337
rmse when k is  7542 431.66904863575337
rmse when k is  7543 431.66904863575337
rmse when k is  7544 431.66904863575337
rmse when k is  7545 431.66904863575337
rmse when k is  7546 431.66904863575337
rmse when k is  7547 431.66904863575337
rmse when k is  7548 431.66904863575337
rmse when k is  7549 431.66904863575337
rmse when k is  7550 431.66904863575337
rmse when k is  7551 431.66904863575337
rmse when k is  7552 431.66904863575337
rmse when k is  7553 431.66904863575337
rmse when k is  7554 431.66904863575337
rmse when k is  7555 431.66904863575337
rmse when k is  7556 431.66904863575337
rmse when k is  7557 431.66904863575337
rmse when k is  7558 431.66904863575337
rmse when k is  7559 431.66904863575337
rmse when k is  7560 431.66904863575337
rmse when k is  7561 431.66904863575337
rmse when k is  7562 431.66904863575337
rmse when k is  7563 431.66904863575337
rmse when k is  7564 431.66904863575337
rmse when k is  7565 431.66904863575337
rmse when k is  7566 431.66904863575337
rmse when k is  7567 431.66904863575337
rmse when k is  7568 431.66904863575337
rmse when k is  7569 431.66904863575337
rmse when k is  7570 431.66904863575337
rmse when k is  7571 431.66904863575337
rmse when k is  7572 431.66904863575337
rmse when k is  7573 431.66904863575337
rmse when k is  7574 431.66904863575337
rmse when k is  7575 431.66904863575337
rmse when k is  7576 431.66904863575337
rmse when k is  7577 431.66904863575337
rmse when k is  7578 431.66904863575337
rmse when k is  7579 431.66904863575337
rmse when k is  7580 431.66904863575337
rmse when k is  7581 431.66904863575337
rmse when k is  7582 431.66904863575337
rmse when k is  7583 431.66904863575337
rmse when k is  7584 431.66904863575337
rmse when k is  7585 431.66904863575337
rmse when k is  7586 431.66904863575337
rmse when k is  7587 431.66904863575337
rmse when k is  7588 431.66904863575337
rmse when k is  7589 431.66904863575337
rmse when k is  7590 431.66904863575337
rmse when k is  7591 431.66904863575337
rmse when k is  7592 431.66904863575337
rmse when k is  7593 431.66904863575337
rmse when k is  7594 431.66904863575337
rmse when k is  7595 431.66904863575337
rmse when k is  7596 431.66904863575337
rmse when k is  7597 431.66904863575337
rmse when k is  7598 431.66904863575337
rmse when k is  7599 431.66904863575337
rmse when k is  7600 431.66904863575337
rmse when k is  7601 431.66904863575337
rmse when k is  7602 431.66904863575337
rmse when k is  7603 431.66904863575337
rmse when k is  7604 431.66904863575337
rmse when k is  7605 431.66904863575337
rmse when k is  7606 431.66904863575337
rmse when k is  7607 431.66904863575337
rmse when k is  7608 431.66904863575337
rmse when k is  7609 431.66904863575337
rmse when k is  7610 431.66904863575337
rmse when k is  7611 431.66904863575337
rmse when k is  7612 431.66904863575337
rmse when k is  7613 431.66904863575337
rmse when k is  7614 431.66904863575337
rmse when k is  7615 431.66904863575337
rmse when k is  7616 431.66904863575337
rmse when k is  7617 431.66904863575337
rmse when k is  7618 431.66904863575337
rmse when k is  7619 431.66904863575337
rmse when k is  7620 431.66904863575337
rmse when k is  7621 431.66904863575337
rmse when k is  7622 431.66904863575337
rmse when k is  7623 431.66904863575337
rmse when k is  7624 431.66904863575337
rmse when k is  7625 431.66904863575337
rmse when k is  7626 431.66904863575337
rmse when k is  7627 431.66904863575337
rmse when k is  7628 431.66904863575337
rmse when k is  7629 431.66904863575337
rmse when k is  7630 431.66904863575337
rmse when k is  7631 431.66904863575337
rmse when k is  7632 431.66904863575337
rmse when k is  7633 431.66904863575337
rmse when k is  7634 431.66904863575337
rmse when k is  7635 431.66904863575337
rmse when k is  7636 431.66904863575337
rmse when k is  7637 431.66904863575337
rmse when k is  7638 431.66904863575337
rmse when k is  7639 431.66904863575337
rmse when k is  7640 431.66904863575337
rmse when k is  7641 431.66904863575337
rmse when k is  7642 431.66904863575337
rmse when k is  7643 431.66904863575337
rmse when k is  7644 431.66904863575337
rmse when k is  7645 431.66904863575337
rmse when k is  7646 431.66904863575337
rmse when k is  7647 431.66904863575337
rmse when k is  7648 431.66904863575337
rmse when k is  7649 431.66904863575337
rmse when k is  7650 431.66904863575337
rmse when k is  7651 431.66904863575337
rmse when k is  7652 431.66904863575337
rmse when k is  7653 431.66904863575337
rmse when k is  7654 431.66904863575337
rmse when k is  7655 431.66904863575337
rmse when k is  7656 431.66904863575337
rmse when k is  7657 431.66904863575337
rmse when k is  7658 431.66904863575337
rmse when k is  7659 431.66904863575337
rmse when k is  7660 431.66904863575337
rmse when k is  7661 431.66904863575337
rmse when k is  7662 431.66904863575337
rmse when k is  7663 431.66904863575337
rmse when k is  7664 431.66904863575337
rmse when k is  7665 431.66904863575337
rmse when k is  7666 431.66904863575337
rmse when k is  7667 431.66904863575337
rmse when k is  7668 431.66904863575337
rmse when k is  7669 431.66904863575337
rmse when k is  7670 431.66904863575337
rmse when k is  7671 431.66904863575337
rmse when k is  7672 431.66904863575337
rmse when k is  7673 431.66904863575337
rmse when k is  7674 431.66904863575337
rmse when k is  7675 431.66904863575337
rmse when k is  7676 431.66904863575337
rmse when k is  7677 431.66904863575337
rmse when k is  7678 431.66904863575337
rmse when k is  7679 431.66904863575337
rmse when k is  7680 431.66904863575337
rmse when k is  7681 431.66904863575337
rmse when k is  7682 431.66904863575337
rmse when k is  7683 431.66904863575337
rmse when k is  7684 431.66904863575337
rmse when k is  7685 431.66904863575337
rmse when k is  7686 431.66904863575337
rmse when k is  7687 431.66904863575337
rmse when k is  7688 431.66904863575337
rmse when k is  7689 431.66904863575337
rmse when k is  7690 431.66904863575337
rmse when k is  7691 431.66904863575337
rmse when k is  7692 431.66904863575337
rmse when k is  7693 431.66904863575337
rmse when k is  7694 431.66904863575337
rmse when k is  7695 431.66904863575337
rmse when k is  7696 431.66904863575337
rmse when k is  7697 431.66904863575337
rmse when k is  7698 431.66904863575337
rmse when k is  7699 431.66904863575337
rmse when k is  7700 431.66904863575337
rmse when k is  7701 431.66904863575337
rmse when k is  7702 431.66904863575337
rmse when k is  7703 431.66904863575337
rmse when k is  7704 431.66904863575337
rmse when k is  7705 431.66904863575337
rmse when k is  7706 431.66904863575337
rmse when k is  7707 431.66904863575337
rmse when k is  7708 431.66904863575337
rmse when k is  7709 431.66904863575337
rmse when k is  7710 431.66904863575337
rmse when k is  7711 431.66904863575337
rmse when k is  7712 431.66904863575337
rmse when k is  7713 431.66904863575337
rmse when k is  7714 431.66904863575337
rmse when k is  7715 431.66904863575337
rmse when k is  7716 431.66904863575337
rmse when k is  7717 431.66904863575337
rmse when k is  7718 431.66904863575337
rmse when k is  7719 431.66904863575337
rmse when k is  7720 431.66904863575337
rmse when k is  7721 431.66904863575337
rmse when k is  7722 431.66904863575337
rmse when k is  7723 431.66904863575337
rmse when k is  7724 431.66904863575337
rmse when k is  7725 431.66904863575337
rmse when k is  7726 431.66904863575337
rmse when k is  7727 431.66904863575337
rmse when k is  7728 431.66904863575337
rmse when k is  7729 431.66904863575337
rmse when k is  7730 431.66904863575337
rmse when k is  7731 431.66904863575337
rmse when k is  7732 431.66904863575337
rmse when k is  7733 431.66904863575337
rmse when k is  7734 431.66904863575337
rmse when k is  7735 431.66904863575337
rmse when k is  7736 431.66904863575337
rmse when k is  7737 431.66904863575337
rmse when k is  7738 431.66904863575337
rmse when k is  7739 431.66904863575337
rmse when k is  7740 431.66904863575337
rmse when k is  7741 431.66904863575337
rmse when k is  7742 431.66904863575337
rmse when k is  7743 431.66904863575337
rmse when k is  7744 431.66904863575337
rmse when k is  7745 431.66904863575337
rmse when k is  7746 431.66904863575337
rmse when k is  7747 431.66904863575337
rmse when k is  7748 431.66904863575337
rmse when k is  7749 431.66904863575337
rmse when k is  7750 431.66904863575337
rmse when k is  7751 431.66904863575337
rmse when k is  7752 431.66904863575337
rmse when k is  7753 431.66904863575337
rmse when k is  7754 431.66904863575337
rmse when k is  7755 431.66904863575337
rmse when k is  7756 431.66904863575337
rmse when k is  7757 431.66904863575337
rmse when k is  7758 431.66904863575337
rmse when k is  7759 431.66904863575337
rmse when k is  7760 431.66904863575337
rmse when k is  7761 431.66904863575337
rmse when k is  7762 431.66904863575337
rmse when k is  7763 431.66904863575337
rmse when k is  7764 431.66904863575337
rmse when k is  7765 431.66904863575337
rmse when k is  7766 431.66904863575337
rmse when k is  7767 431.66904863575337
rmse when k is  7768 431.66904863575337
rmse when k is  7769 431.66904863575337
rmse when k is  7770 431.66904863575337
rmse when k is  7771 431.66904863575337
rmse when k is  7772 431.66904863575337
rmse when k is  7773 431.66904863575337
rmse when k is  7774 431.66904863575337
rmse when k is  7775 431.66904863575337
rmse when k is  7776 431.66904863575337
rmse when k is  7777 431.66904863575337
rmse when k is  7778 431.66904863575337
rmse when k is  7779 431.66904863575337
rmse when k is  7780 431.66904863575337
rmse when k is  7781 431.66904863575337
rmse when k is  7782 431.66904863575337
rmse when k is  7783 431.66904863575337
rmse when k is  7784 431.66904863575337
rmse when k is  7785 431.66904863575337
rmse when k is  7786 431.66904863575337
rmse when k is  7787 431.66904863575337
rmse when k is  7788 431.66904863575337
rmse when k is  7789 431.66904863575337
rmse when k is  7790 431.66904863575337
rmse when k is  7791 431.66904863575337
rmse when k is  7792 431.66904863575337
rmse when k is  7793 431.66904863575337
rmse when k is  7794 431.66904863575337
rmse when k is  7795 431.66904863575337
rmse when k is  7796 431.66904863575337
rmse when k is  7797 431.66904863575337
rmse when k is  7798 431.66904863575337
rmse when k is  7799 431.66904863575337
rmse when k is  7800 431.66904863575337
rmse when k is  7801 431.66904863575337
rmse when k is  7802 431.66904863575337
rmse when k is  7803 431.66904863575337
rmse when k is  7804 431.66904863575337
rmse when k is  7805 431.66904863575337
rmse when k is  7806 431.66904863575337
rmse when k is  7807 431.66904863575337
rmse when k is  7808 431.66904863575337
rmse when k is  7809 431.66904863575337
rmse when k is  7810 431.66904863575337
rmse when k is  7811 431.66904863575337
rmse when k is  7812 431.66904863575337
rmse when k is  7813 431.66904863575337
rmse when k is  7814 431.66904863575337
rmse when k is  7815 431.66904863575337
rmse when k is  7816 431.66904863575337
rmse when k is  7817 431.66904863575337
rmse when k is  7818 431.66904863575337
rmse when k is  7819 431.66904863575337
rmse when k is  7820 431.66904863575337
rmse when k is  7821 431.66904863575337
rmse when k is  7822 431.66904863575337
rmse when k is  7823 431.66904863575337
rmse when k is  7824 431.66904863575337
rmse when k is  7825 431.66904863575337
rmse when k is  7826 431.66904863575337
rmse when k is  7827 431.66904863575337
rmse when k is  7828 431.66904863575337
rmse when k is  7829 431.66904863575337
rmse when k is  7830 431.66904863575337
rmse when k is  7831 431.66904863575337
rmse when k is  7832 431.66904863575337
rmse when k is  7833 431.66904863575337
rmse when k is  7834 431.66904863575337
rmse when k is  7835 431.66904863575337
rmse when k is  7836 431.66904863575337
rmse when k is  7837 431.66904863575337
rmse when k is  7838 431.66904863575337
rmse when k is  7839 431.66904863575337
rmse when k is  7840 431.66904863575337
rmse when k is  7841 431.66904863575337
rmse when k is  7842 431.66904863575337
rmse when k is  7843 431.66904863575337
rmse when k is  7844 431.66904863575337
rmse when k is  7845 431.66904863575337
rmse when k is  7846 431.66904863575337
rmse when k is  7847 431.66904863575337
rmse when k is  7848 431.66904863575337
rmse when k is  7849 431.66904863575337
rmse when k is  7850 431.66904863575337
rmse when k is  7851 431.66904863575337
rmse when k is  7852 431.66904863575337
rmse when k is  7853 431.66904863575337
rmse when k is  7854 431.66904863575337
rmse when k is  7855 431.66904863575337
rmse when k is  7856 431.66904863575337
rmse when k is  7857 431.66904863575337
rmse when k is  7858 431.66904863575337
rmse when k is  7859 431.66904863575337
rmse when k is  7860 431.66904863575337
rmse when k is  7861 431.66904863575337
rmse when k is  7862 431.66904863575337
rmse when k is  7863 431.66904863575337
rmse when k is  7864 431.66904863575337
rmse when k is  7865 431.66904863575337
rmse when k is  7866 431.66904863575337
rmse when k is  7867 431.66904863575337
rmse when k is  7868 431.66904863575337
rmse when k is  7869 431.66904863575337
rmse when k is  7870 431.66904863575337
rmse when k is  7871 431.66904863575337
rmse when k is  7872 431.66904863575337
rmse when k is  7873 431.66904863575337
rmse when k is  7874 431.66904863575337
rmse when k is  7875 431.66904863575337
rmse when k is  7876 431.66904863575337
rmse when k is  7877 431.66904863575337
rmse when k is  7878 431.66904863575337
rmse when k is  7879 431.66904863575337
rmse when k is  7880 431.66904863575337
rmse when k is  7881 431.66904863575337
rmse when k is  7882 431.66904863575337
rmse when k is  7883 431.66904863575337
rmse when k is  7884 431.66904863575337
rmse when k is  7885 431.66904863575337
rmse when k is  7886 431.66904863575337
rmse when k is  7887 431.66904863575337
rmse when k is  7888 431.66904863575337
rmse when k is  7889 431.66904863575337
rmse when k is  7890 431.66904863575337
rmse when k is  7891 431.66904863575337
rmse when k is  7892 431.66904863575337
rmse when k is  7893 431.66904863575337
rmse when k is  7894 431.66904863575337
rmse when k is  7895 431.66904863575337
rmse when k is  7896 431.66904863575337
rmse when k is  7897 431.66904863575337
rmse when k is  7898 431.66904863575337
rmse when k is  7899 431.66904863575337
rmse when k is  7900 431.66904863575337
rmse when k is  7901 431.66904863575337
rmse when k is  7902 431.66904863575337
rmse when k is  7903 431.66904863575337
rmse when k is  7904 431.66904863575337
rmse when k is  7905 431.66904863575337
rmse when k is  7906 431.66904863575337
rmse when k is  7907 431.66904863575337
rmse when k is  7908 431.66904863575337
rmse when k is  7909 431.66904863575337
rmse when k is  7910 431.66904863575337
rmse when k is  7911 431.66904863575337
rmse when k is  7912 431.66904863575337
rmse when k is  7913 431.66904863575337
rmse when k is  7914 431.66904863575337
rmse when k is  7915 431.66904863575337
rmse when k is  7916 431.66904863575337
rmse when k is  7917 431.66904863575337
rmse when k is  7918 431.66904863575337
rmse when k is  7919 431.66904863575337
rmse when k is  7920 431.66904863575337
rmse when k is  7921 431.66904863575337
rmse when k is  7922 431.66904863575337
rmse when k is  7923 431.66904863575337
rmse when k is  7924 431.66904863575337
rmse when k is  7925 431.66904863575337
rmse when k is  7926 431.66904863575337
rmse when k is  7927 431.66904863575337
rmse when k is  7928 431.66904863575337
rmse when k is  7929 431.66904863575337
rmse when k is  7930 431.66904863575337
rmse when k is  7931 431.66904863575337
rmse when k is  7932 431.66904863575337
rmse when k is  7933 431.66904863575337
rmse when k is  7934 431.66904863575337
rmse when k is  7935 431.66904863575337
rmse when k is  7936 431.66904863575337
rmse when k is  7937 431.66904863575337
rmse when k is  7938 431.66904863575337
rmse when k is  7939 431.66904863575337
rmse when k is  7940 431.66904863575337
rmse when k is  7941 431.66904863575337
rmse when k is  7942 431.66904863575337
rmse when k is  7943 431.66904863575337
rmse when k is  7944 431.66904863575337
rmse when k is  7945 431.66904863575337
rmse when k is  7946 431.66904863575337
rmse when k is  7947 431.66904863575337
rmse when k is  7948 431.66904863575337
rmse when k is  7949 431.66904863575337
rmse when k is  7950 431.66904863575337
rmse when k is  7951 431.66904863575337
rmse when k is  7952 431.66904863575337
rmse when k is  7953 431.66904863575337
rmse when k is  7954 431.66904863575337
rmse when k is  7955 431.66904863575337
rmse when k is  7956 431.66904863575337
rmse when k is  7957 431.66904863575337
rmse when k is  7958 431.66904863575337
rmse when k is  7959 431.66904863575337
rmse when k is  7960 431.66904863575337
rmse when k is  7961 431.66904863575337
rmse when k is  7962 431.66904863575337
rmse when k is  7963 431.66904863575337
rmse when k is  7964 431.66904863575337
rmse when k is  7965 431.66904863575337
rmse when k is  7966 431.66904863575337
rmse when k is  7967 431.66904863575337
rmse when k is  7968 431.66904863575337
rmse when k is  7969 431.66904863575337
rmse when k is  7970 431.66904863575337
rmse when k is  7971 431.66904863575337
rmse when k is  7972 431.66904863575337
rmse when k is  7973 431.66904863575337
rmse when k is  7974 431.66904863575337
rmse when k is  7975 431.66904863575337
rmse when k is  7976 431.66904863575337
rmse when k is  7977 431.66904863575337
rmse when k is  7978 431.66904863575337
rmse when k is  7979 431.66904863575337
rmse when k is  7980 431.66904863575337
rmse when k is  7981 431.66904863575337
rmse when k is  7982 431.66904863575337
rmse when k is  7983 431.66904863575337
rmse when k is  7984 431.66904863575337
rmse when k is  7985 431.66904863575337
rmse when k is  7986 431.66904863575337
rmse when k is  7987 431.66904863575337
rmse when k is  7988 431.66904863575337
rmse when k is  7989 431.66904863575337
rmse when k is  7990 431.66904863575337
rmse when k is  7991 431.66904863575337
rmse when k is  7992 431.66904863575337
rmse when k is  7993 431.66904863575337
rmse when k is  7994 431.66904863575337
rmse when k is  7995 431.66904863575337
rmse when k is  7996 431.66904863575337
rmse when k is  7997 431.66904863575337
rmse when k is  7998 431.66904863575337
rmse when k is  7999 431.66904863575337
rmse when k is  8000 431.66904863575337
rmse when k is  8001 431.66904863575337
rmse when k is  8002 431.66904863575337
rmse when k is  8003 431.66904863575337
rmse when k is  8004 431.66904863575337
rmse when k is  8005 431.66904863575337
rmse when k is  8006 431.66904863575337
rmse when k is  8007 431.66904863575337
rmse when k is  8008 431.66904863575337
rmse when k is  8009 431.66904863575337
rmse when k is  8010 431.66904863575337
rmse when k is  8011 431.66904863575337
rmse when k is  8012 431.66904863575337
rmse when k is  8013 431.66904863575337
rmse when k is  8014 431.66904863575337
rmse when k is  8015 431.66904863575337
rmse when k is  8016 431.66904863575337
rmse when k is  8017 431.66904863575337
rmse when k is  8018 431.66904863575337
rmse when k is  8019 431.66904863575337
rmse when k is  8020 431.66904863575337
rmse when k is  8021 431.66904863575337
rmse when k is  8022 431.66904863575337
rmse when k is  8023 431.66904863575337
rmse when k is  8024 431.66904863575337
rmse when k is  8025 431.66904863575337
rmse when k is  8026 431.66904863575337
rmse when k is  8027 431.66904863575337
rmse when k is  8028 431.66904863575337
rmse when k is  8029 431.66904863575337
rmse when k is  8030 431.66904863575337
rmse when k is  8031 431.66904863575337
rmse when k is  8032 431.66904863575337
rmse when k is  8033 431.66904863575337
rmse when k is  8034 431.66904863575337
rmse when k is  8035 431.66904863575337
rmse when k is  8036 431.66904863575337
rmse when k is  8037 431.66904863575337
rmse when k is  8038 431.66904863575337
rmse when k is  8039 431.66904863575337
rmse when k is  8040 431.66904863575337
rmse when k is  8041 431.66904863575337
rmse when k is  8042 431.66904863575337
rmse when k is  8043 431.66904863575337
rmse when k is  8044 431.66904863575337
rmse when k is  8045 431.66904863575337
rmse when k is  8046 431.66904863575337
rmse when k is  8047 431.66904863575337
rmse when k is  8048 431.66904863575337
rmse when k is  8049 431.66904863575337
rmse when k is  8050 431.66904863575337
rmse when k is  8051 431.66904863575337
rmse when k is  8052 431.66904863575337
rmse when k is  8053 431.66904863575337
rmse when k is  8054 431.66904863575337
rmse when k is  8055 431.66904863575337
rmse when k is  8056 431.66904863575337
rmse when k is  8057 431.66904863575337
rmse when k is  8058 431.66904863575337
rmse when k is  8059 431.66904863575337
rmse when k is  8060 431.66904863575337
rmse when k is  8061 431.66904863575337
rmse when k is  8062 431.66904863575337
rmse when k is  8063 431.66904863575337
rmse when k is  8064 431.66904863575337
rmse when k is  8065 431.66904863575337
rmse when k is  8066 431.66904863575337
rmse when k is  8067 431.66904863575337
rmse when k is  8068 431.66904863575337
rmse when k is  8069 431.66904863575337
rmse when k is  8070 431.66904863575337
rmse when k is  8071 431.66904863575337
rmse when k is  8072 431.66904863575337
rmse when k is  8073 431.66904863575337
rmse when k is  8074 431.66904863575337
rmse when k is  8075 431.66904863575337
rmse when k is  8076 431.66904863575337
rmse when k is  8077 431.66904863575337
rmse when k is  8078 431.66904863575337
rmse when k is  8079 431.66904863575337
rmse when k is  8080 431.66904863575337
rmse when k is  8081 431.66904863575337
rmse when k is  8082 431.66904863575337
rmse when k is  8083 431.66904863575337
rmse when k is  8084 431.66904863575337
rmse when k is  8085 431.66904863575337
rmse when k is  8086 431.66904863575337
rmse when k is  8087 431.66904863575337
rmse when k is  8088 431.66904863575337
rmse when k is  8089 431.66904863575337
rmse when k is  8090 431.66904863575337
rmse when k is  8091 431.66904863575337
rmse when k is  8092 431.66904863575337
rmse when k is  8093 431.66904863575337
rmse when k is  8094 431.66904863575337
rmse when k is  8095 431.66904863575337
rmse when k is  8096 431.66904863575337
rmse when k is  8097 431.66904863575337
rmse when k is  8098 431.66904863575337
rmse when k is  8099 431.66904863575337
rmse when k is  8100 431.66904863575337
rmse when k is  8101 431.66904863575337
rmse when k is  8102 431.66904863575337
rmse when k is  8103 431.66904863575337
rmse when k is  8104 431.66904863575337
rmse when k is  8105 431.66904863575337
rmse when k is  8106 431.66904863575337
rmse when k is  8107 431.66904863575337
rmse when k is  8108 431.66904863575337
rmse when k is  8109 431.66904863575337
rmse when k is  8110 431.66904863575337
rmse when k is  8111 431.66904863575337
rmse when k is  8112 431.66904863575337
rmse when k is  8113 431.66904863575337
rmse when k is  8114 431.66904863575337
rmse when k is  8115 431.66904863575337
rmse when k is  8116 431.66904863575337
rmse when k is  8117 431.66904863575337
rmse when k is  8118 431.66904863575337
rmse when k is  8119 431.66904863575337
rmse when k is  8120 431.66904863575337
rmse when k is  8121 431.66904863575337
rmse when k is  8122 431.66904863575337
rmse when k is  8123 431.66904863575337
rmse when k is  8124 431.66904863575337
rmse when k is  8125 431.66904863575337
rmse when k is  8126 431.66904863575337
rmse when k is  8127 431.66904863575337
rmse when k is  8128 431.66904863575337
rmse when k is  8129 431.66904863575337
rmse when k is  8130 431.66904863575337
rmse when k is  8131 431.66904863575337
rmse when k is  8132 431.66904863575337
rmse when k is  8133 431.66904863575337
rmse when k is  8134 431.66904863575337
rmse when k is  8135 431.66904863575337
rmse when k is  8136 431.66904863575337
rmse when k is  8137 431.66904863575337
rmse when k is  8138 431.66904863575337
rmse when k is  8139 431.66904863575337
rmse when k is  8140 431.66904863575337
rmse when k is  8141 431.66904863575337
rmse when k is  8142 431.66904863575337
rmse when k is  8143 431.66904863575337
rmse when k is  8144 431.66904863575337
rmse when k is  8145 431.66904863575337
rmse when k is  8146 431.66904863575337
rmse when k is  8147 431.66904863575337
rmse when k is  8148 431.66904863575337
rmse when k is  8149 431.66904863575337
rmse when k is  8150 431.66904863575337
rmse when k is  8151 431.66904863575337
rmse when k is  8152 431.66904863575337
rmse when k is  8153 431.66904863575337
rmse when k is  8154 431.66904863575337
rmse when k is  8155 431.66904863575337
rmse when k is  8156 431.66904863575337
rmse when k is  8157 431.66904863575337
rmse when k is  8158 431.66904863575337
rmse when k is  8159 431.66904863575337
rmse when k is  8160 431.66904863575337
rmse when k is  8161 431.66904863575337
rmse when k is  8162 431.66904863575337
rmse when k is  8163 431.66904863575337
rmse when k is  8164 431.66904863575337
rmse when k is  8165 431.66904863575337
rmse when k is  8166 431.66904863575337
rmse when k is  8167 431.66904863575337
rmse when k is  8168 431.66904863575337
rmse when k is  8169 431.66904863575337
rmse when k is  8170 431.66904863575337
rmse when k is  8171 431.66904863575337
rmse when k is  8172 431.66904863575337
rmse when k is  8173 431.66904863575337
rmse when k is  8174 431.66904863575337
rmse when k is  8175 431.66904863575337
rmse when k is  8176 431.66904863575337
rmse when k is  8177 431.66904863575337
rmse when k is  8178 431.66904863575337
rmse when k is  8179 431.66904863575337
rmse when k is  8180 431.66904863575337
rmse when k is  8181 431.66904863575337
rmse when k is  8182 431.66904863575337
rmse when k is  8183 431.66904863575337
rmse when k is  8184 431.66904863575337
rmse when k is  8185 431.66904863575337
rmse when k is  8186 431.66904863575337
rmse when k is  8187 431.66904863575337
rmse when k is  8188 431.66904863575337
rmse when k is  8189 431.66904863575337
rmse when k is  8190 431.66904863575337
rmse when k is  8191 431.66904863575337
rmse when k is  8192 431.66904863575337
rmse when k is  8193 431.66904863575337
rmse when k is  8194 431.66904863575337
rmse when k is  8195 431.66904863575337
rmse when k is  8196 431.66904863575337
rmse when k is  8197 431.66904863575337
rmse when k is  8198 431.66904863575337
rmse when k is  8199 431.66904863575337
rmse when k is  8200 431.66904863575337
rmse when k is  8201 431.66904863575337
rmse when k is  8202 431.66904863575337
rmse when k is  8203 431.66904863575337
rmse when k is  8204 431.66904863575337
rmse when k is  8205 431.66904863575337
rmse when k is  8206 431.66904863575337
rmse when k is  8207 431.66904863575337
rmse when k is  8208 431.66904863575337
rmse when k is  8209 431.66904863575337
rmse when k is  8210 431.66904863575337
rmse when k is  8211 431.66904863575337
rmse when k is  8212 431.66904863575337
rmse when k is  8213 431.66904863575337
rmse when k is  8214 431.66904863575337
rmse when k is  8215 431.66904863575337
rmse when k is  8216 431.66904863575337
rmse when k is  8217 431.66904863575337
rmse when k is  8218 431.66904863575337
rmse when k is  8219 431.66904863575337
rmse when k is  8220 431.66904863575337
rmse when k is  8221 431.66904863575337
rmse when k is  8222 431.66904863575337
rmse when k is  8223 431.66904863575337
rmse when k is  8224 431.66904863575337
rmse when k is  8225 431.66904863575337
rmse when k is  8226 431.66904863575337
rmse when k is  8227 431.66904863575337
rmse when k is  8228 431.66904863575337
rmse when k is  8229 431.66904863575337
rmse when k is  8230 431.66904863575337
rmse when k is  8231 431.66904863575337
rmse when k is  8232 431.66904863575337
rmse when k is  8233 431.66904863575337
rmse when k is  8234 431.66904863575337
rmse when k is  8235 431.66904863575337
rmse when k is  8236 431.66904863575337
rmse when k is  8237 431.66904863575337
rmse when k is  8238 431.66904863575337
rmse when k is  8239 431.66904863575337
rmse when k is  8240 431.66904863575337
rmse when k is  8241 431.66904863575337
rmse when k is  8242 431.66904863575337
rmse when k is  8243 431.66904863575337
rmse when k is  8244 431.66904863575337
rmse when k is  8245 431.66904863575337
rmse when k is  8246 431.66904863575337
rmse when k is  8247 431.66904863575337
rmse when k is  8248 431.66904863575337
rmse when k is  8249 431.66904863575337
rmse when k is  8250 431.66904863575337
rmse when k is  8251 431.66904863575337
rmse when k is  8252 431.66904863575337
rmse when k is  8253 431.66904863575337
rmse when k is  8254 431.66904863575337
rmse when k is  8255 431.66904863575337
rmse when k is  8256 431.66904863575337
rmse when k is  8257 431.66904863575337
rmse when k is  8258 431.66904863575337
rmse when k is  8259 431.66904863575337
rmse when k is  8260 431.66904863575337
rmse when k is  8261 431.66904863575337
rmse when k is  8262 431.66904863575337
rmse when k is  8263 431.66904863575337
rmse when k is  8264 431.66904863575337
rmse when k is  8265 431.66904863575337
rmse when k is  8266 431.66904863575337
rmse when k is  8267 431.66904863575337
rmse when k is  8268 431.66904863575337
rmse when k is  8269 431.66904863575337
rmse when k is  8270 431.66904863575337
rmse when k is  8271 431.66904863575337
rmse when k is  8272 431.66904863575337
rmse when k is  8273 431.66904863575337
rmse when k is  8274 431.66904863575337
rmse when k is  8275 431.66904863575337
rmse when k is  8276 431.66904863575337
rmse when k is  8277 431.66904863575337
rmse when k is  8278 431.66904863575337
rmse when k is  8279 431.66904863575337
rmse when k is  8280 431.66904863575337
rmse when k is  8281 431.66904863575337
rmse when k is  8282 431.66904863575337
rmse when k is  8283 431.66904863575337
rmse when k is  8284 431.66904863575337
rmse when k is  8285 431.66904863575337
rmse when k is  8286 431.66904863575337
rmse when k is  8287 431.66904863575337
rmse when k is  8288 431.66904863575337
rmse when k is  8289 431.66904863575337
rmse when k is  8290 431.66904863575337
rmse when k is  8291 431.66904863575337
rmse when k is  8292 431.66904863575337
rmse when k is  8293 431.66904863575337
rmse when k is  8294 431.66904863575337
rmse when k is  8295 431.66904863575337
rmse when k is  8296 431.66904863575337
rmse when k is  8297 431.66904863575337
rmse when k is  8298 431.66904863575337
rmse when k is  8299 431.66904863575337
rmse when k is  8300 431.66904863575337
rmse when k is  8301 431.66904863575337
rmse when k is  8302 431.66904863575337
rmse when k is  8303 431.66904863575337
rmse when k is  8304 431.66904863575337
rmse when k is  8305 431.66904863575337
rmse when k is  8306 431.66904863575337
rmse when k is  8307 431.66904863575337
rmse when k is  8308 431.66904863575337
rmse when k is  8309 431.66904863575337
rmse when k is  8310 431.66904863575337
rmse when k is  8311 431.66904863575337
rmse when k is  8312 431.66904863575337
rmse when k is  8313 431.66904863575337
rmse when k is  8314 431.66904863575337
rmse when k is  8315 431.66904863575337
rmse when k is  8316 431.66904863575337
rmse when k is  8317 431.66904863575337
rmse when k is  8318 431.66904863575337
rmse when k is  8319 431.66904863575337
rmse when k is  8320 431.66904863575337
rmse when k is  8321 431.66904863575337
rmse when k is  8322 431.66904863575337
rmse when k is  8323 431.66904863575337
rmse when k is  8324 431.66904863575337
rmse when k is  8325 431.66904863575337
rmse when k is  8326 431.66904863575337
rmse when k is  8327 431.66904863575337
rmse when k is  8328 431.66904863575337
rmse when k is  8329 431.66904863575337
rmse when k is  8330 431.66904863575337
rmse when k is  8331 431.66904863575337
rmse when k is  8332 431.66904863575337
rmse when k is  8333 431.66904863575337
rmse when k is  8334 431.66904863575337
rmse when k is  8335 431.66904863575337
rmse when k is  8336 431.66904863575337
rmse when k is  8337 431.66904863575337
rmse when k is  8338 431.66904863575337
rmse when k is  8339 431.66904863575337
rmse when k is  8340 431.66904863575337
rmse when k is  8341 431.66904863575337
rmse when k is  8342 431.66904863575337
rmse when k is  8343 431.66904863575337
rmse when k is  8344 431.66904863575337
rmse when k is  8345 431.66904863575337
rmse when k is  8346 431.66904863575337
rmse when k is  8347 431.66904863575337
rmse when k is  8348 431.66904863575337
rmse when k is  8349 431.66904863575337
rmse when k is  8350 431.66904863575337
rmse when k is  8351 431.66904863575337
rmse when k is  8352 431.66904863575337
rmse when k is  8353 431.66904863575337
rmse when k is  8354 431.66904863575337
rmse when k is  8355 431.66904863575337
rmse when k is  8356 431.66904863575337
rmse when k is  8357 431.66904863575337
rmse when k is  8358 431.66904863575337
rmse when k is  8359 431.66904863575337
rmse when k is  8360 431.66904863575337
rmse when k is  8361 431.66904863575337
rmse when k is  8362 431.66904863575337
rmse when k is  8363 431.66904863575337
rmse when k is  8364 431.66904863575337
rmse when k is  8365 431.66904863575337
rmse when k is  8366 431.66904863575337
rmse when k is  8367 431.66904863575337
rmse when k is  8368 431.66904863575337
rmse when k is  8369 431.66904863575337
rmse when k is  8370 431.66904863575337
rmse when k is  8371 431.66904863575337
rmse when k is  8372 431.66904863575337
rmse when k is  8373 431.66904863575337
rmse when k is  8374 431.66904863575337
rmse when k is  8375 431.66904863575337
rmse when k is  8376 431.66904863575337
rmse when k is  8377 431.66904863575337
rmse when k is  8378 431.66904863575337
rmse when k is  8379 431.66904863575337
rmse when k is  8380 431.66904863575337
rmse when k is  8381 431.66904863575337
rmse when k is  8382 431.66904863575337
rmse when k is  8383 431.66904863575337
rmse when k is  8384 431.66904863575337
rmse when k is  8385 431.66904863575337
rmse when k is  8386 431.66904863575337
rmse when k is  8387 431.66904863575337
rmse when k is  8388 431.66904863575337
rmse when k is  8389 431.66904863575337
rmse when k is  8390 431.66904863575337
rmse when k is  8391 431.66904863575337
rmse when k is  8392 431.66904863575337
rmse when k is  8393 431.66904863575337
rmse when k is  8394 431.66904863575337
rmse when k is  8395 431.66904863575337
rmse when k is  8396 431.66904863575337
rmse when k is  8397 431.66904863575337
rmse when k is  8398 431.66904863575337
rmse when k is  8399 431.66904863575337
rmse when k is  8400 431.66904863575337
rmse when k is  8401 431.66904863575337
rmse when k is  8402 431.66904863575337
rmse when k is  8403 431.66904863575337
rmse when k is  8404 431.66904863575337
rmse when k is  8405 431.66904863575337
rmse when k is  8406 431.66904863575337
rmse when k is  8407 431.66904863575337
rmse when k is  8408 431.66904863575337
rmse when k is  8409 431.66904863575337
rmse when k is  8410 431.66904863575337
rmse when k is  8411 431.66904863575337
rmse when k is  8412 431.66904863575337
rmse when k is  8413 431.66904863575337
rmse when k is  8414 431.66904863575337
rmse when k is  8415 431.66904863575337
rmse when k is  8416 431.66904863575337
rmse when k is  8417 431.66904863575337
rmse when k is  8418 431.66904863575337
rmse when k is  8419 431.66904863575337
rmse when k is  8420 431.66904863575337
rmse when k is  8421 431.66904863575337
rmse when k is  8422 431.66904863575337
rmse when k is  8423 431.66904863575337
rmse when k is  8424 431.66904863575337
rmse when k is  8425 431.66904863575337
rmse when k is  8426 431.66904863575337
rmse when k is  8427 431.66904863575337
rmse when k is  8428 431.66904863575337
rmse when k is  8429 431.66904863575337
rmse when k is  8430 431.66904863575337
rmse when k is  8431 431.66904863575337
rmse when k is  8432 431.66904863575337
rmse when k is  8433 431.66904863575337
rmse when k is  8434 431.66904863575337
rmse when k is  8435 431.66904863575337
rmse when k is  8436 431.66904863575337
rmse when k is  8437 431.66904863575337
rmse when k is  8438 431.66904863575337
rmse when k is  8439 431.66904863575337
rmse when k is  8440 431.66904863575337
rmse when k is  8441 431.66904863575337
rmse when k is  8442 431.66904863575337
rmse when k is  8443 431.66904863575337
rmse when k is  8444 431.66904863575337
rmse when k is  8445 431.66904863575337
rmse when k is  8446 431.66904863575337
rmse when k is  8447 431.66904863575337
rmse when k is  8448 431.66904863575337
rmse when k is  8449 431.66904863575337
rmse when k is  8450 431.66904863575337
rmse when k is  8451 431.66904863575337
rmse when k is  8452 431.66904863575337
rmse when k is  8453 431.66904863575337
rmse when k is  8454 431.66904863575337
rmse when k is  8455 431.66904863575337
rmse when k is  8456 431.66904863575337
rmse when k is  8457 431.66904863575337
rmse when k is  8458 431.66904863575337
rmse when k is  8459 431.66904863575337
rmse when k is  8460 431.66904863575337
rmse when k is  8461 431.66904863575337
rmse when k is  8462 431.66904863575337
rmse when k is  8463 431.66904863575337
rmse when k is  8464 431.66904863575337
rmse when k is  8465 431.66904863575337
rmse when k is  8466 431.66904863575337
rmse when k is  8467 431.66904863575337
rmse when k is  8468 431.66904863575337
rmse when k is  8469 431.66904863575337
rmse when k is  8470 431.66904863575337
rmse when k is  8471 431.66904863575337
rmse when k is  8472 431.66904863575337
rmse when k is  8473 431.66904863575337
rmse when k is  8474 431.66904863575337
rmse when k is  8475 431.66904863575337
rmse when k is  8476 431.66904863575337
rmse when k is  8477 431.66904863575337
rmse when k is  8478 431.66904863575337
rmse when k is  8479 431.66904863575337
rmse when k is  8480 431.66904863575337
rmse when k is  8481 431.66904863575337
rmse when k is  8482 431.66904863575337
rmse when k is  8483 431.66904863575337
rmse when k is  8484 431.66904863575337
rmse when k is  8485 431.66904863575337
rmse when k is  8486 431.66904863575337
rmse when k is  8487 431.66904863575337
rmse when k is  8488 431.66904863575337
rmse when k is  8489 431.66904863575337
rmse when k is  8490 431.66904863575337
rmse when k is  8491 431.66904863575337
rmse when k is  8492 431.66904863575337
rmse when k is  8493 431.66904863575337
rmse when k is  8494 431.66904863575337
rmse when k is  8495 431.66904863575337
rmse when k is  8496 431.66904863575337
rmse when k is  8497 431.66904863575337
rmse when k is  8498 431.66904863575337
rmse when k is  8499 431.66904863575337
rmse when k is  8500 431.66904863575337
rmse when k is  8501 431.66904863575337
rmse when k is  8502 431.66904863575337
rmse when k is  8503 431.66904863575337
rmse when k is  8504 431.66904863575337
rmse when k is  8505 431.66904863575337
rmse when k is  8506 431.66904863575337
rmse when k is  8507 431.66904863575337
rmse when k is  8508 431.66904863575337
rmse when k is  8509 431.66904863575337
rmse when k is  8510 431.66904863575337
rmse when k is  8511 431.66904863575337
rmse when k is  8512 431.66904863575337
rmse when k is  8513 431.66904863575337
rmse when k is  8514 431.66904863575337
rmse when k is  8515 431.66904863575337
rmse when k is  8516 431.66904863575337
rmse when k is  8517 431.66904863575337
rmse when k is  8518 431.66904863575337
rmse when k is  8519 431.66904863575337
rmse when k is  8520 431.66904863575337
rmse when k is  8521 431.66904863575337
rmse when k is  8522 431.66904863575337
rmse when k is  8523 431.66904863575337
rmse when k is  8524 431.66904863575337
rmse when k is  8525 431.66904863575337
rmse when k is  8526 431.66904863575337
rmse when k is  8527 431.66904863575337
rmse when k is  8528 431.66904863575337
rmse when k is  8529 431.66904863575337
rmse when k is  8530 431.66904863575337
rmse when k is  8531 431.66904863575337
rmse when k is  8532 431.66904863575337
rmse when k is  8533 431.66904863575337
rmse when k is  8534 431.66904863575337
rmse when k is  8535 431.66904863575337
rmse when k is  8536 431.66904863575337
rmse when k is  8537 431.66904863575337
rmse when k is  8538 431.66904863575337
rmse when k is  8539 431.66904863575337
rmse when k is  8540 431.66904863575337
rmse when k is  8541 431.66904863575337
rmse when k is  8542 431.66904863575337
rmse when k is  8543 431.66904863575337
rmse when k is  8544 431.66904863575337
rmse when k is  8545 431.66904863575337
rmse when k is  8546 431.66904863575337
rmse when k is  8547 431.66904863575337
rmse when k is  8548 431.66904863575337
rmse when k is  8549 431.66904863575337
rmse when k is  8550 431.66904863575337
rmse when k is  8551 431.66904863575337
rmse when k is  8552 431.66904863575337
rmse when k is  8553 431.66904863575337
rmse when k is  8554 431.66904863575337
rmse when k is  8555 431.66904863575337
rmse when k is  8556 431.66904863575337
rmse when k is  8557 431.66904863575337
rmse when k is  8558 431.66904863575337
rmse when k is  8559 431.66904863575337
rmse when k is  8560 431.66904863575337
rmse when k is  8561 431.66904863575337
rmse when k is  8562 431.66904863575337
rmse when k is  8563 431.66904863575337
rmse when k is  8564 431.66904863575337
rmse when k is  8565 431.66904863575337
rmse when k is  8566 431.66904863575337
rmse when k is  8567 431.66904863575337
rmse when k is  8568 431.66904863575337
rmse when k is  8569 431.66904863575337
rmse when k is  8570 431.66904863575337
rmse when k is  8571 431.66904863575337
rmse when k is  8572 431.66904863575337
rmse when k is  8573 431.66904863575337
rmse when k is  8574 431.66904863575337
rmse when k is  8575 431.66904863575337
rmse when k is  8576 431.66904863575337
rmse when k is  8577 431.66904863575337
rmse when k is  8578 431.66904863575337
rmse when k is  8579 431.66904863575337
rmse when k is  8580 431.66904863575337
rmse when k is  8581 431.66904863575337
rmse when k is  8582 431.66904863575337
rmse when k is  8583 431.66904863575337
rmse when k is  8584 431.66904863575337
rmse when k is  8585 431.66904863575337
rmse when k is  8586 431.66904863575337
rmse when k is  8587 431.66904863575337
rmse when k is  8588 431.66904863575337
rmse when k is  8589 431.66904863575337
rmse when k is  8590 431.66904863575337
rmse when k is  8591 431.66904863575337
rmse when k is  8592 431.66904863575337
rmse when k is  8593 431.66904863575337
rmse when k is  8594 431.66904863575337
rmse when k is  8595 431.66904863575337
rmse when k is  8596 431.66904863575337
rmse when k is  8597 431.66904863575337
rmse when k is  8598 431.66904863575337
rmse when k is  8599 431.66904863575337
rmse when k is  8600 431.66904863575337
rmse when k is  8601 431.66904863575337
rmse when k is  8602 431.66904863575337
rmse when k is  8603 431.66904863575337
rmse when k is  8604 431.66904863575337
rmse when k is  8605 431.66904863575337
rmse when k is  8606 431.66904863575337
rmse when k is  8607 431.66904863575337
rmse when k is  8608 431.66904863575337
rmse when k is  8609 431.66904863575337
rmse when k is  8610 431.66904863575337
rmse when k is  8611 431.66904863575337
rmse when k is  8612 431.66904863575337
rmse when k is  8613 431.66904863575337
rmse when k is  8614 431.66904863575337
rmse when k is  8615 431.66904863575337
rmse when k is  8616 431.66904863575337
rmse when k is  8617 431.66904863575337
rmse when k is  8618 431.66904863575337
rmse when k is  8619 431.66904863575337
rmse when k is  8620 431.66904863575337
rmse when k is  8621 431.66904863575337
rmse when k is  8622 431.66904863575337
rmse when k is  8623 431.66904863575337
rmse when k is  8624 431.66904863575337
rmse when k is  8625 431.66904863575337
rmse when k is  8626 431.66904863575337
rmse when k is  8627 431.66904863575337
rmse when k is  8628 431.66904863575337
rmse when k is  8629 431.66904863575337
rmse when k is  8630 431.66904863575337
rmse when k is  8631 431.66904863575337
rmse when k is  8632 431.66904863575337
rmse when k is  8633 431.66904863575337
rmse when k is  8634 431.66904863575337
rmse when k is  8635 431.66904863575337
rmse when k is  8636 431.66904863575337
rmse when k is  8637 431.66904863575337
rmse when k is  8638 431.66904863575337
rmse when k is  8639 431.66904863575337
rmse when k is  8640 431.66904863575337
rmse when k is  8641 431.66904863575337
rmse when k is  8642 431.66904863575337
rmse when k is  8643 431.66904863575337
rmse when k is  8644 431.66904863575337
rmse when k is  8645 431.66904863575337
rmse when k is  8646 431.66904863575337
rmse when k is  8647 431.66904863575337
rmse when k is  8648 431.66904863575337
rmse when k is  8649 431.66904863575337
rmse when k is  8650 431.66904863575337
rmse when k is  8651 431.66904863575337
rmse when k is  8652 431.66904863575337
rmse when k is  8653 431.66904863575337
rmse when k is  8654 431.66904863575337
rmse when k is  8655 431.66904863575337
rmse when k is  8656 431.66904863575337
rmse when k is  8657 431.66904863575337
rmse when k is  8658 431.66904863575337
rmse when k is  8659 431.66904863575337
rmse when k is  8660 431.66904863575337
rmse when k is  8661 431.66904863575337
rmse when k is  8662 431.66904863575337
rmse when k is  8663 431.66904863575337
rmse when k is  8664 431.66904863575337
rmse when k is  8665 431.66904863575337
rmse when k is  8666 431.66904863575337
rmse when k is  8667 431.66904863575337
rmse when k is  8668 431.66904863575337
rmse when k is  8669 431.66904863575337
rmse when k is  8670 431.66904863575337
rmse when k is  8671 431.66904863575337
rmse when k is  8672 431.66904863575337
rmse when k is  8673 431.66904863575337
rmse when k is  8674 431.66904863575337
rmse when k is  8675 431.66904863575337
rmse when k is  8676 431.66904863575337
rmse when k is  8677 431.66904863575337
rmse when k is  8678 431.66904863575337
rmse when k is  8679 431.66904863575337
rmse when k is  8680 431.66904863575337
rmse when k is  8681 431.66904863575337
rmse when k is  8682 431.66904863575337
rmse when k is  8683 431.66904863575337
rmse when k is  8684 431.66904863575337
rmse when k is  8685 431.66904863575337
rmse when k is  8686 431.66904863575337
rmse when k is  8687 431.66904863575337
rmse when k is  8688 431.66904863575337
rmse when k is  8689 431.66904863575337
rmse when k is  8690 431.66904863575337
rmse when k is  8691 431.66904863575337
rmse when k is  8692 431.66904863575337
rmse when k is  8693 431.66904863575337
rmse when k is  8694 431.66904863575337
rmse when k is  8695 431.66904863575337
rmse when k is  8696 431.66904863575337
rmse when k is  8697 431.66904863575337
rmse when k is  8698 431.66904863575337
rmse when k is  8699 431.66904863575337
rmse when k is  8700 431.66904863575337
rmse when k is  8701 431.66904863575337
rmse when k is  8702 431.66904863575337
rmse when k is  8703 431.66904863575337
rmse when k is  8704 431.66904863575337
rmse when k is  8705 431.66904863575337
rmse when k is  8706 431.66904863575337
rmse when k is  8707 431.66904863575337
rmse when k is  8708 431.66904863575337
rmse when k is  8709 431.66904863575337
rmse when k is  8710 431.66904863575337
rmse when k is  8711 431.66904863575337
rmse when k is  8712 431.66904863575337
rmse when k is  8713 431.66904863575337
rmse when k is  8714 431.66904863575337
rmse when k is  8715 431.66904863575337
rmse when k is  8716 431.66904863575337
rmse when k is  8717 431.66904863575337
rmse when k is  8718 431.66904863575337
rmse when k is  8719 431.66904863575337
rmse when k is  8720 431.66904863575337
rmse when k is  8721 431.66904863575337
rmse when k is  8722 431.66904863575337
rmse when k is  8723 431.66904863575337
rmse when k is  8724 431.66904863575337
rmse when k is  8725 431.66904863575337
rmse when k is  8726 431.66904863575337
rmse when k is  8727 431.66904863575337
rmse when k is  8728 431.66904863575337
rmse when k is  8729 431.66904863575337
rmse when k is  8730 431.66904863575337
rmse when k is  8731 431.66904863575337
rmse when k is  8732 431.66904863575337
rmse when k is  8733 431.66904863575337
rmse when k is  8734 431.66904863575337
rmse when k is  8735 431.66904863575337
rmse when k is  8736 431.66904863575337
rmse when k is  8737 431.66904863575337
rmse when k is  8738 431.66904863575337
rmse when k is  8739 431.66904863575337
rmse when k is  8740 431.66904863575337
rmse when k is  8741 431.66904863575337
rmse when k is  8742 431.66904863575337
rmse when k is  8743 431.66904863575337
rmse when k is  8744 431.66904863575337
rmse when k is  8745 431.66904863575337
rmse when k is  8746 431.66904863575337
rmse when k is  8747 431.66904863575337
rmse when k is  8748 431.66904863575337
rmse when k is  8749 431.66904863575337
rmse when k is  8750 431.66904863575337
rmse when k is  8751 431.66904863575337
rmse when k is  8752 431.66904863575337
rmse when k is  8753 431.66904863575337
rmse when k is  8754 431.66904863575337
rmse when k is  8755 431.66904863575337
rmse when k is  8756 431.66904863575337
rmse when k is  8757 431.66904863575337
rmse when k is  8758 431.66904863575337
rmse when k is  8759 431.66904863575337
rmse when k is  8760 431.66904863575337
rmse when k is  8761 431.66904863575337
rmse when k is  8762 431.66904863575337
rmse when k is  8763 431.66904863575337
rmse when k is  8764 431.66904863575337
rmse when k is  8765 431.66904863575337
rmse when k is  8766 431.66904863575337
rmse when k is  8767 431.66904863575337
rmse when k is  8768 431.66904863575337
rmse when k is  8769 431.66904863575337
rmse when k is  8770 431.66904863575337
rmse when k is  8771 431.66904863575337
rmse when k is  8772 431.66904863575337
rmse when k is  8773 431.66904863575337
rmse when k is  8774 431.66904863575337
rmse when k is  8775 431.66904863575337
rmse when k is  8776 431.66904863575337
rmse when k is  8777 431.66904863575337
rmse when k is  8778 431.66904863575337
rmse when k is  8779 431.66904863575337
rmse when k is  8780 431.66904863575337
rmse when k is  8781 431.66904863575337
rmse when k is  8782 431.66904863575337
rmse when k is  8783 431.66904863575337
rmse when k is  8784 431.66904863575337
rmse when k is  8785 431.66904863575337
rmse when k is  8786 431.66904863575337
rmse when k is  8787 431.66904863575337
rmse when k is  8788 431.66904863575337
rmse when k is  8789 431.66904863575337
rmse when k is  8790 431.66904863575337
rmse when k is  8791 431.66904863575337
rmse when k is  8792 431.66904863575337
rmse when k is  8793 431.66904863575337
rmse when k is  8794 431.66904863575337
rmse when k is  8795 431.66904863575337
rmse when k is  8796 431.66904863575337
rmse when k is  8797 431.66904863575337
rmse when k is  8798 431.66904863575337
rmse when k is  8799 431.66904863575337
rmse when k is  8800 431.66904863575337
rmse when k is  8801 431.66904863575337
rmse when k is  8802 431.66904863575337
rmse when k is  8803 431.66904863575337
rmse when k is  8804 431.66904863575337
rmse when k is  8805 431.66904863575337
rmse when k is  8806 431.66904863575337
rmse when k is  8807 431.66904863575337
rmse when k is  8808 431.66904863575337
rmse when k is  8809 431.66904863575337
rmse when k is  8810 431.66904863575337
rmse when k is  8811 431.66904863575337
rmse when k is  8812 431.66904863575337
rmse when k is  8813 431.66904863575337
rmse when k is  8814 431.66904863575337
rmse when k is  8815 431.66904863575337
rmse when k is  8816 431.66904863575337
rmse when k is  8817 431.66904863575337
rmse when k is  8818 431.66904863575337
rmse when k is  8819 431.66904863575337
rmse when k is  8820 431.66904863575337
rmse when k is  8821 431.66904863575337
rmse when k is  8822 431.66904863575337
rmse when k is  8823 431.66904863575337
rmse when k is  8824 431.66904863575337
rmse when k is  8825 431.66904863575337
rmse when k is  8826 431.66904863575337
rmse when k is  8827 431.66904863575337
rmse when k is  8828 431.66904863575337
rmse when k is  8829 431.66904863575337
rmse when k is  8830 431.66904863575337
rmse when k is  8831 431.66904863575337
rmse when k is  8832 431.66904863575337
rmse when k is  8833 431.66904863575337
rmse when k is  8834 431.66904863575337
rmse when k is  8835 431.66904863575337
rmse when k is  8836 431.66904863575337
rmse when k is  8837 431.66904863575337
rmse when k is  8838 431.66904863575337
rmse when k is  8839 431.66904863575337
rmse when k is  8840 431.66904863575337
rmse when k is  8841 431.66904863575337
rmse when k is  8842 431.66904863575337
rmse when k is  8843 431.66904863575337
rmse when k is  8844 431.66904863575337
rmse when k is  8845 431.66904863575337
rmse when k is  8846 431.66904863575337
rmse when k is  8847 431.66904863575337
rmse when k is  8848 431.66904863575337
rmse when k is  8849 431.66904863575337
rmse when k is  8850 431.66904863575337
rmse when k is  8851 431.66904863575337
rmse when k is  8852 431.66904863575337
rmse when k is  8853 431.66904863575337
rmse when k is  8854 431.66904863575337
rmse when k is  8855 431.66904863575337
rmse when k is  8856 431.66904863575337
rmse when k is  8857 431.66904863575337
rmse when k is  8858 431.66904863575337
rmse when k is  8859 431.66904863575337
rmse when k is  8860 431.66904863575337
rmse when k is  8861 431.66904863575337
rmse when k is  8862 431.66904863575337
rmse when k is  8863 431.66904863575337
rmse when k is  8864 431.66904863575337
rmse when k is  8865 431.66904863575337
rmse when k is  8866 431.66904863575337
rmse when k is  8867 431.66904863575337
rmse when k is  8868 431.66904863575337
rmse when k is  8869 431.66904863575337
rmse when k is  8870 431.66904863575337
rmse when k is  8871 431.66904863575337
rmse when k is  8872 431.66904863575337
rmse when k is  8873 431.66904863575337
rmse when k is  8874 431.66904863575337
rmse when k is  8875 431.66904863575337
rmse when k is  8876 431.66904863575337
rmse when k is  8877 431.66904863575337
rmse when k is  8878 431.66904863575337
rmse when k is  8879 431.66904863575337
rmse when k is  8880 431.66904863575337
rmse when k is  8881 431.66904863575337
rmse when k is  8882 431.66904863575337
rmse when k is  8883 431.66904863575337
rmse when k is  8884 431.66904863575337
rmse when k is  8885 431.66904863575337
rmse when k is  8886 431.66904863575337
rmse when k is  8887 431.66904863575337
rmse when k is  8888 431.66904863575337
rmse when k is  8889 431.66904863575337
rmse when k is  8890 431.66904863575337
rmse when k is  8891 431.66904863575337
rmse when k is  8892 431.66904863575337
rmse when k is  8893 431.66904863575337
rmse when k is  8894 431.66904863575337
rmse when k is  8895 431.66904863575337
rmse when k is  8896 431.66904863575337
rmse when k is  8897 431.66904863575337
rmse when k is  8898 431.66904863575337
rmse when k is  8899 431.66904863575337
rmse when k is  8900 431.66904863575337
rmse when k is  8901 431.66904863575337
rmse when k is  8902 431.66904863575337
rmse when k is  8903 431.66904863575337
rmse when k is  8904 431.66904863575337
rmse when k is  8905 431.66904863575337
rmse when k is  8906 431.66904863575337
rmse when k is  8907 431.66904863575337
rmse when k is  8908 431.66904863575337
rmse when k is  8909 431.66904863575337
rmse when k is  8910 431.66904863575337
rmse when k is  8911 431.66904863575337
rmse when k is  8912 431.66904863575337
rmse when k is  8913 431.66904863575337
rmse when k is  8914 431.66904863575337
rmse when k is  8915 431.66904863575337
rmse when k is  8916 431.66904863575337
rmse when k is  8917 431.66904863575337
rmse when k is  8918 431.66904863575337
rmse when k is  8919 431.66904863575337
rmse when k is  8920 431.66904863575337
rmse when k is  8921 431.66904863575337
rmse when k is  8922 431.66904863575337
rmse when k is  8923 431.66904863575337
rmse when k is  8924 431.66904863575337
rmse when k is  8925 431.66904863575337
rmse when k is  8926 431.66904863575337
rmse when k is  8927 431.66904863575337
rmse when k is  8928 431.66904863575337
rmse when k is  8929 431.66904863575337
rmse when k is  8930 431.66904863575337
rmse when k is  8931 431.66904863575337
rmse when k is  8932 431.66904863575337
rmse when k is  8933 431.66904863575337
rmse when k is  8934 431.66904863575337
rmse when k is  8935 431.66904863575337
rmse when k is  8936 431.66904863575337
rmse when k is  8937 431.66904863575337
rmse when k is  8938 431.66904863575337
rmse when k is  8939 431.66904863575337
rmse when k is  8940 431.66904863575337
rmse when k is  8941 431.66904863575337
rmse when k is  8942 431.66904863575337
rmse when k is  8943 431.66904863575337
rmse when k is  8944 431.66904863575337
rmse when k is  8945 431.66904863575337
rmse when k is  8946 431.66904863575337
rmse when k is  8947 431.66904863575337
rmse when k is  8948 431.66904863575337
rmse when k is  8949 431.66904863575337
rmse when k is  8950 431.66904863575337
rmse when k is  8951 431.66904863575337
rmse when k is  8952 431.66904863575337
rmse when k is  8953 431.66904863575337
rmse when k is  8954 431.66904863575337
rmse when k is  8955 431.66904863575337
rmse when k is  8956 431.66904863575337
rmse when k is  8957 431.66904863575337
rmse when k is  8958 431.66904863575337
rmse when k is  8959 431.66904863575337
rmse when k is  8960 431.66904863575337
rmse when k is  8961 431.66904863575337
rmse when k is  8962 431.66904863575337
rmse when k is  8963 431.66904863575337
rmse when k is  8964 431.66904863575337
rmse when k is  8965 431.66904863575337
rmse when k is  8966 431.66904863575337
rmse when k is  8967 431.66904863575337
rmse when k is  8968 431.66904863575337
rmse when k is  8969 431.66904863575337
rmse when k is  8970 431.66904863575337
rmse when k is  8971 431.66904863575337
rmse when k is  8972 431.66904863575337
rmse when k is  8973 431.66904863575337
rmse when k is  8974 431.66904863575337
rmse when k is  8975 431.66904863575337
rmse when k is  8976 431.66904863575337
rmse when k is  8977 431.66904863575337
rmse when k is  8978 431.66904863575337
rmse when k is  8979 431.66904863575337
rmse when k is  8980 431.66904863575337
rmse when k is  8981 431.66904863575337
rmse when k is  8982 431.66904863575337
rmse when k is  8983 431.66904863575337
rmse when k is  8984 431.66904863575337
rmse when k is  8985 431.66904863575337
rmse when k is  8986 431.66904863575337
rmse when k is  8987 431.66904863575337
rmse when k is  8988 431.66904863575337
rmse when k is  8989 431.66904863575337
rmse when k is  8990 431.66904863575337
rmse when k is  8991 431.66904863575337
rmse when k is  8992 431.66904863575337
rmse when k is  8993 431.66904863575337
rmse when k is  8994 431.66904863575337
rmse when k is  8995 431.66904863575337
rmse when k is  8996 431.66904863575337
rmse when k is  8997 431.66904863575337
rmse when k is  8998 431.66904863575337
rmse when k is  8999 431.66904863575337
rmse when k is  9000 431.66904863575337
rmse when k is  9001 431.66904863575337
rmse when k is  9002 431.66904863575337
rmse when k is  9003 431.66904863575337
rmse when k is  9004 431.66904863575337
rmse when k is  9005 431.66904863575337
rmse when k is  9006 431.66904863575337
rmse when k is  9007 431.66904863575337
rmse when k is  9008 431.66904863575337
rmse when k is  9009 431.66904863575337
rmse when k is  9010 431.66904863575337
rmse when k is  9011 431.66904863575337
rmse when k is  9012 431.66904863575337
rmse when k is  9013 431.66904863575337
rmse when k is  9014 431.66904863575337
rmse when k is  9015 431.66904863575337
rmse when k is  9016 431.66904863575337
rmse when k is  9017 431.66904863575337
rmse when k is  9018 431.66904863575337
rmse when k is  9019 431.66904863575337
rmse when k is  9020 431.66904863575337
rmse when k is  9021 431.66904863575337
rmse when k is  9022 431.66904863575337
rmse when k is  9023 431.66904863575337
rmse when k is  9024 431.66904863575337
rmse when k is  9025 431.66904863575337
rmse when k is  9026 431.66904863575337
rmse when k is  9027 431.66904863575337
rmse when k is  9028 431.66904863575337
rmse when k is  9029 431.66904863575337
rmse when k is  9030 431.66904863575337
rmse when k is  9031 431.66904863575337
rmse when k is  9032 431.66904863575337
rmse when k is  9033 431.66904863575337
rmse when k is  9034 431.66904863575337
rmse when k is  9035 431.66904863575337
rmse when k is  9036 431.66904863575337
rmse when k is  9037 431.66904863575337
rmse when k is  9038 431.66904863575337
rmse when k is  9039 431.66904863575337
rmse when k is  9040 431.66904863575337
rmse when k is  9041 431.66904863575337
rmse when k is  9042 431.66904863575337
rmse when k is  9043 431.66904863575337
rmse when k is  9044 431.66904863575337
rmse when k is  9045 431.66904863575337
rmse when k is  9046 431.66904863575337
rmse when k is  9047 431.66904863575337
rmse when k is  9048 431.66904863575337
rmse when k is  9049 431.66904863575337
rmse when k is  9050 431.66904863575337
rmse when k is  9051 431.66904863575337
rmse when k is  9052 431.66904863575337
rmse when k is  9053 431.66904863575337
rmse when k is  9054 431.66904863575337
rmse when k is  9055 431.66904863575337
rmse when k is  9056 431.66904863575337
rmse when k is  9057 431.66904863575337
rmse when k is  9058 431.66904863575337
rmse when k is  9059 431.66904863575337
rmse when k is  9060 431.66904863575337
rmse when k is  9061 431.66904863575337
rmse when k is  9062 431.66904863575337
rmse when k is  9063 431.66904863575337
rmse when k is  9064 431.66904863575337
rmse when k is  9065 431.66904863575337
rmse when k is  9066 431.66904863575337
rmse when k is  9067 431.66904863575337
rmse when k is  9068 431.66904863575337
rmse when k is  9069 431.66904863575337
rmse when k is  9070 431.66904863575337
rmse when k is  9071 431.66904863575337
rmse when k is  9072 431.66904863575337
rmse when k is  9073 431.66904863575337
rmse when k is  9074 431.66904863575337
rmse when k is  9075 431.66904863575337
rmse when k is  9076 431.66904863575337
rmse when k is  9077 431.66904863575337
rmse when k is  9078 431.66904863575337
rmse when k is  9079 431.66904863575337
rmse when k is  9080 431.66904863575337
rmse when k is  9081 431.66904863575337
rmse when k is  9082 431.66904863575337
rmse when k is  9083 431.66904863575337
rmse when k is  9084 431.66904863575337
rmse when k is  9085 431.66904863575337
rmse when k is  9086 431.66904863575337
rmse when k is  9087 431.66904863575337
rmse when k is  9088 431.66904863575337
rmse when k is  9089 431.66904863575337
rmse when k is  9090 431.66904863575337
rmse when k is  9091 431.66904863575337
rmse when k is  9092 431.66904863575337
rmse when k is  9093 431.66904863575337
rmse when k is  9094 431.66904863575337
rmse when k is  9095 431.66904863575337
rmse when k is  9096 431.66904863575337
rmse when k is  9097 431.66904863575337
rmse when k is  9098 431.66904863575337
rmse when k is  9099 431.66904863575337
rmse when k is  9100 431.66904863575337
rmse when k is  9101 431.66904863575337
rmse when k is  9102 431.66904863575337
rmse when k is  9103 431.66904863575337
rmse when k is  9104 431.66904863575337
rmse when k is  9105 431.66904863575337
rmse when k is  9106 431.66904863575337
rmse when k is  9107 431.66904863575337
rmse when k is  9108 431.66904863575337
rmse when k is  9109 431.66904863575337
rmse when k is  9110 431.66904863575337
rmse when k is  9111 431.66904863575337
rmse when k is  9112 431.66904863575337
rmse when k is  9113 431.66904863575337
rmse when k is  9114 431.66904863575337
rmse when k is  9115 431.66904863575337
rmse when k is  9116 431.66904863575337
rmse when k is  9117 431.66904863575337
rmse when k is  9118 431.66904863575337
rmse when k is  9119 431.66904863575337
rmse when k is  9120 431.66904863575337
rmse when k is  9121 431.66904863575337
rmse when k is  9122 431.66904863575337
rmse when k is  9123 431.66904863575337
rmse when k is  9124 431.66904863575337
rmse when k is  9125 431.66904863575337
rmse when k is  9126 431.66904863575337
rmse when k is  9127 431.66904863575337
rmse when k is  9128 431.66904863575337
rmse when k is  9129 431.66904863575337
rmse when k is  9130 431.66904863575337
rmse when k is  9131 431.66904863575337
rmse when k is  9132 431.66904863575337
rmse when k is  9133 431.66904863575337
rmse when k is  9134 431.66904863575337
rmse when k is  9135 431.66904863575337
rmse when k is  9136 431.66904863575337
rmse when k is  9137 431.66904863575337
rmse when k is  9138 431.66904863575337
rmse when k is  9139 431.66904863575337
rmse when k is  9140 431.66904863575337
rmse when k is  9141 431.66904863575337
rmse when k is  9142 431.66904863575337
rmse when k is  9143 431.66904863575337
rmse when k is  9144 431.66904863575337
rmse when k is  9145 431.66904863575337
rmse when k is  9146 431.66904863575337
rmse when k is  9147 431.66904863575337
rmse when k is  9148 431.66904863575337
rmse when k is  9149 431.66904863575337
rmse when k is  9150 431.66904863575337
rmse when k is  9151 431.66904863575337
rmse when k is  9152 431.66904863575337
rmse when k is  9153 431.66904863575337
rmse when k is  9154 431.66904863575337
rmse when k is  9155 431.66904863575337
rmse when k is  9156 431.66904863575337
rmse when k is  9157 431.66904863575337
rmse when k is  9158 431.66904863575337
rmse when k is  9159 431.66904863575337
rmse when k is  9160 431.66904863575337
rmse when k is  9161 431.66904863575337
rmse when k is  9162 431.66904863575337
rmse when k is  9163 431.66904863575337
rmse when k is  9164 431.66904863575337
rmse when k is  9165 431.66904863575337
rmse when k is  9166 431.66904863575337
rmse when k is  9167 431.66904863575337
rmse when k is  9168 431.66904863575337
rmse when k is  9169 431.66904863575337
rmse when k is  9170 431.66904863575337
rmse when k is  9171 431.66904863575337
rmse when k is  9172 431.66904863575337
rmse when k is  9173 431.66904863575337
rmse when k is  9174 431.66904863575337
rmse when k is  9175 431.66904863575337
rmse when k is  9176 431.66904863575337
rmse when k is  9177 431.66904863575337
rmse when k is  9178 431.66904863575337
rmse when k is  9179 431.66904863575337
rmse when k is  9180 431.66904863575337
rmse when k is  9181 431.66904863575337
rmse when k is  9182 431.66904863575337
rmse when k is  9183 431.66904863575337
rmse when k is  9184 431.66904863575337
rmse when k is  9185 431.66904863575337
rmse when k is  9186 431.66904863575337
rmse when k is  9187 431.66904863575337
rmse when k is  9188 431.66904863575337
rmse when k is  9189 431.66904863575337
rmse when k is  9190 431.66904863575337
rmse when k is  9191 431.66904863575337
rmse when k is  9192 431.66904863575337
rmse when k is  9193 431.66904863575337
rmse when k is  9194 431.66904863575337
rmse when k is  9195 431.66904863575337
rmse when k is  9196 431.66904863575337
rmse when k is  9197 431.66904863575337
rmse when k is  9198 431.66904863575337
rmse when k is  9199 431.66904863575337
rmse when k is  9200 431.66904863575337
rmse when k is  9201 431.66904863575337
rmse when k is  9202 431.66904863575337
rmse when k is  9203 431.66904863575337
rmse when k is  9204 431.66904863575337
rmse when k is  9205 431.66904863575337
rmse when k is  9206 431.66904863575337
rmse when k is  9207 431.66904863575337
rmse when k is  9208 431.66904863575337
rmse when k is  9209 431.66904863575337
rmse when k is  9210 431.66904863575337
rmse when k is  9211 431.66904863575337
rmse when k is  9212 431.66904863575337
rmse when k is  9213 431.66904863575337
rmse when k is  9214 431.66904863575337
rmse when k is  9215 431.66904863575337
rmse when k is  9216 431.66904863575337
rmse when k is  9217 431.66904863575337
rmse when k is  9218 431.66904863575337
rmse when k is  9219 431.66904863575337
rmse when k is  9220 431.66904863575337
rmse when k is  9221 431.66904863575337
rmse when k is  9222 431.66904863575337
rmse when k is  9223 431.66904863575337
rmse when k is  9224 431.66904863575337
rmse when k is  9225 431.66904863575337
rmse when k is  9226 431.66904863575337
rmse when k is  9227 431.66904863575337
rmse when k is  9228 431.66904863575337
rmse when k is  9229 431.66904863575337
rmse when k is  9230 431.66904863575337
rmse when k is  9231 431.66904863575337
rmse when k is  9232 431.66904863575337
rmse when k is  9233 431.66904863575337
rmse when k is  9234 431.66904863575337
rmse when k is  9235 431.66904863575337
rmse when k is  9236 431.66904863575337
rmse when k is  9237 431.66904863575337
rmse when k is  9238 431.66904863575337
rmse when k is  9239 431.66904863575337
rmse when k is  9240 431.66904863575337
rmse when k is  9241 431.66904863575337
rmse when k is  9242 431.66904863575337
rmse when k is  9243 431.66904863575337
rmse when k is  9244 431.66904863575337
rmse when k is  9245 431.66904863575337
rmse when k is  9246 431.66904863575337
rmse when k is  9247 431.66904863575337
rmse when k is  9248 431.66904863575337
rmse when k is  9249 431.66904863575337
rmse when k is  9250 431.66904863575337
rmse when k is  9251 431.66904863575337
rmse when k is  9252 431.66904863575337
rmse when k is  9253 431.66904863575337
rmse when k is  9254 431.66904863575337
rmse when k is  9255 431.66904863575337
rmse when k is  9256 431.66904863575337
rmse when k is  9257 431.66904863575337
rmse when k is  9258 431.66904863575337
rmse when k is  9259 431.66904863575337
rmse when k is  9260 431.66904863575337
rmse when k is  9261 431.66904863575337
rmse when k is  9262 431.66904863575337
rmse when k is  9263 431.66904863575337
rmse when k is  9264 431.66904863575337
rmse when k is  9265 431.66904863575337
rmse when k is  9266 431.66904863575337
rmse when k is  9267 431.66904863575337
rmse when k is  9268 431.66904863575337
rmse when k is  9269 431.66904863575337
rmse when k is  9270 431.66904863575337
rmse when k is  9271 431.66904863575337
rmse when k is  9272 431.66904863575337
rmse when k is  9273 431.66904863575337
rmse when k is  9274 431.66904863575337
rmse when k is  9275 431.66904863575337
rmse when k is  9276 431.66904863575337
rmse when k is  9277 431.66904863575337
rmse when k is  9278 431.66904863575337
rmse when k is  9279 431.66904863575337
rmse when k is  9280 431.66904863575337
rmse when k is  9281 431.66904863575337
rmse when k is  9282 431.66904863575337
rmse when k is  9283 431.66904863575337
rmse when k is  9284 431.66904863575337
rmse when k is  9285 431.66904863575337
rmse when k is  9286 431.66904863575337
rmse when k is  9287 431.66904863575337
rmse when k is  9288 431.66904863575337
rmse when k is  9289 431.66904863575337
rmse when k is  9290 431.66904863575337
rmse when k is  9291 431.66904863575337
rmse when k is  9292 431.66904863575337
rmse when k is  9293 431.66904863575337
rmse when k is  9294 431.66904863575337
rmse when k is  9295 431.66904863575337
rmse when k is  9296 431.66904863575337
rmse when k is  9297 431.66904863575337
rmse when k is  9298 431.66904863575337
rmse when k is  9299 431.66904863575337
rmse when k is  9300 431.66904863575337
rmse when k is  9301 431.66904863575337
rmse when k is  9302 431.66904863575337
rmse when k is  9303 431.66904863575337
rmse when k is  9304 431.66904863575337
rmse when k is  9305 431.66904863575337
rmse when k is  9306 431.66904863575337
rmse when k is  9307 431.66904863575337
rmse when k is  9308 431.66904863575337
rmse when k is  9309 431.66904863575337
rmse when k is  9310 431.66904863575337
rmse when k is  9311 431.66904863575337
rmse when k is  9312 431.66904863575337
rmse when k is  9313 431.66904863575337
rmse when k is  9314 431.66904863575337
rmse when k is  9315 431.66904863575337
rmse when k is  9316 431.66904863575337
rmse when k is  9317 431.66904863575337
rmse when k is  9318 431.66904863575337
rmse when k is  9319 431.66904863575337
rmse when k is  9320 431.66904863575337
rmse when k is  9321 431.66904863575337
rmse when k is  9322 431.66904863575337
rmse when k is  9323 431.66904863575337
rmse when k is  9324 431.66904863575337
rmse when k is  9325 431.66904863575337
rmse when k is  9326 431.66904863575337
rmse when k is  9327 431.66904863575337
rmse when k is  9328 431.66904863575337
rmse when k is  9329 431.66904863575337
rmse when k is  9330 431.66904863575337
rmse when k is  9331 431.66904863575337
rmse when k is  9332 431.66904863575337
rmse when k is  9333 431.66904863575337
rmse when k is  9334 431.66904863575337
rmse when k is  9335 431.66904863575337
rmse when k is  9336 431.66904863575337
rmse when k is  9337 431.66904863575337
rmse when k is  9338 431.66904863575337
rmse when k is  9339 431.66904863575337
rmse when k is  9340 431.66904863575337
rmse when k is  9341 431.66904863575337
rmse when k is  9342 431.66904863575337
rmse when k is  9343 431.66904863575337
rmse when k is  9344 431.66904863575337
rmse when k is  9345 431.66904863575337
rmse when k is  9346 431.66904863575337
rmse when k is  9347 431.66904863575337
rmse when k is  9348 431.66904863575337
rmse when k is  9349 431.66904863575337
rmse when k is  9350 431.66904863575337
rmse when k is  9351 431.66904863575337
rmse when k is  9352 431.66904863575337
rmse when k is  9353 431.66904863575337
rmse when k is  9354 431.66904863575337
rmse when k is  9355 431.66904863575337
rmse when k is  9356 431.66904863575337
rmse when k is  9357 431.66904863575337
rmse when k is  9358 431.66904863575337
rmse when k is  9359 431.66904863575337
rmse when k is  9360 431.66904863575337
rmse when k is  9361 431.66904863575337
rmse when k is  9362 431.66904863575337
rmse when k is  9363 431.66904863575337
rmse when k is  9364 431.66904863575337
rmse when k is  9365 431.66904863575337
rmse when k is  9366 431.66904863575337
rmse when k is  9367 431.66904863575337
rmse when k is  9368 431.66904863575337
rmse when k is  9369 431.66904863575337
rmse when k is  9370 431.66904863575337
rmse when k is  9371 431.66904863575337
rmse when k is  9372 431.66904863575337
rmse when k is  9373 431.66904863575337
rmse when k is  9374 431.66904863575337
rmse when k is  9375 431.66904863575337
rmse when k is  9376 431.66904863575337
rmse when k is  9377 431.66904863575337
rmse when k is  9378 431.66904863575337
rmse when k is  9379 431.66904863575337
rmse when k is  9380 431.66904863575337
rmse when k is  9381 431.66904863575337
rmse when k is  9382 431.66904863575337
rmse when k is  9383 431.66904863575337
rmse when k is  9384 431.66904863575337
rmse when k is  9385 431.66904863575337
rmse when k is  9386 431.66904863575337
rmse when k is  9387 431.66904863575337
rmse when k is  9388 431.66904863575337
rmse when k is  9389 431.66904863575337
rmse when k is  9390 431.66904863575337
rmse when k is  9391 431.66904863575337
rmse when k is  9392 431.66904863575337
rmse when k is  9393 431.66904863575337
rmse when k is  9394 431.66904863575337
rmse when k is  9395 431.66904863575337
rmse when k is  9396 431.66904863575337
rmse when k is  9397 431.66904863575337
rmse when k is  9398 431.66904863575337
rmse when k is  9399 431.66904863575337
rmse when k is  9400 431.66904863575337
rmse when k is  9401 431.66904863575337
rmse when k is  9402 431.66904863575337
rmse when k is  9403 431.66904863575337
rmse when k is  9404 431.66904863575337
rmse when k is  9405 431.66904863575337
rmse when k is  9406 431.66904863575337
rmse when k is  9407 431.66904863575337
rmse when k is  9408 431.66904863575337
rmse when k is  9409 431.66904863575337
rmse when k is  9410 431.66904863575337
rmse when k is  9411 431.66904863575337
rmse when k is  9412 431.66904863575337
rmse when k is  9413 431.66904863575337
rmse when k is  9414 431.66904863575337
rmse when k is  9415 431.66904863575337
rmse when k is  9416 431.66904863575337
rmse when k is  9417 431.66904863575337
rmse when k is  9418 431.66904863575337
rmse when k is  9419 431.66904863575337
rmse when k is  9420 431.66904863575337
rmse when k is  9421 431.66904863575337
rmse when k is  9422 431.66904863575337
rmse when k is  9423 431.66904863575337
rmse when k is  9424 431.66904863575337
rmse when k is  9425 431.66904863575337
rmse when k is  9426 431.66904863575337
rmse when k is  9427 431.66904863575337
rmse when k is  9428 431.66904863575337
rmse when k is  9429 431.66904863575337
rmse when k is  9430 431.66904863575337
rmse when k is  9431 431.66904863575337
rmse when k is  9432 431.66904863575337
rmse when k is  9433 431.66904863575337
rmse when k is  9434 431.66904863575337
rmse when k is  9435 431.66904863575337
rmse when k is  9436 431.66904863575337
rmse when k is  9437 431.66904863575337
rmse when k is  9438 431.66904863575337
rmse when k is  9439 431.66904863575337
rmse when k is  9440 431.66904863575337
rmse when k is  9441 431.66904863575337
rmse when k is  9442 431.66904863575337
rmse when k is  9443 431.66904863575337
rmse when k is  9444 431.66904863575337
rmse when k is  9445 431.66904863575337
rmse when k is  9446 431.66904863575337
rmse when k is  9447 431.66904863575337
rmse when k is  9448 431.66904863575337
rmse when k is  9449 431.66904863575337
rmse when k is  9450 431.66904863575337
rmse when k is  9451 431.66904863575337
rmse when k is  9452 431.66904863575337
rmse when k is  9453 431.66904863575337
rmse when k is  9454 431.66904863575337
rmse when k is  9455 431.66904863575337
rmse when k is  9456 431.66904863575337
rmse when k is  9457 431.66904863575337
rmse when k is  9458 431.66904863575337
rmse when k is  9459 431.66904863575337
rmse when k is  9460 431.66904863575337
rmse when k is  9461 431.66904863575337
rmse when k is  9462 431.66904863575337
rmse when k is  9463 431.66904863575337
rmse when k is  9464 431.66904863575337
rmse when k is  9465 431.66904863575337
rmse when k is  9466 431.66904863575337
rmse when k is  9467 431.66904863575337
rmse when k is  9468 431.66904863575337
rmse when k is  9469 431.66904863575337
rmse when k is  9470 431.66904863575337
rmse when k is  9471 431.66904863575337
rmse when k is  9472 431.66904863575337
rmse when k is  9473 431.66904863575337
rmse when k is  9474 431.66904863575337
rmse when k is  9475 431.66904863575337
rmse when k is  9476 431.66904863575337
rmse when k is  9477 431.66904863575337
rmse when k is  9478 431.66904863575337
rmse when k is  9479 431.66904863575337
rmse when k is  9480 431.66904863575337
rmse when k is  9481 431.66904863575337
rmse when k is  9482 431.66904863575337
rmse when k is  9483 431.66904863575337
rmse when k is  9484 431.66904863575337
rmse when k is  9485 431.66904863575337
rmse when k is  9486 431.66904863575337
rmse when k is  9487 431.66904863575337
rmse when k is  9488 431.66904863575337
rmse when k is  9489 431.66904863575337
rmse when k is  9490 431.66904863575337
rmse when k is  9491 431.66904863575337
rmse when k is  9492 431.66904863575337
rmse when k is  9493 431.66904863575337
rmse when k is  9494 431.66904863575337
rmse when k is  9495 431.66904863575337
rmse when k is  9496 431.66904863575337
rmse when k is  9497 431.66904863575337
rmse when k is  9498 431.66904863575337
rmse when k is  9499 431.66904863575337
rmse when k is  9500 431.66904863575337
rmse when k is  9501 431.66904863575337
rmse when k is  9502 431.66904863575337
rmse when k is  9503 431.66904863575337
rmse when k is  9504 431.66904863575337
rmse when k is  9505 431.66904863575337
rmse when k is  9506 431.66904863575337
rmse when k is  9507 431.66904863575337
rmse when k is  9508 431.66904863575337
rmse when k is  9509 431.66904863575337
rmse when k is  9510 431.66904863575337
rmse when k is  9511 431.66904863575337
rmse when k is  9512 431.66904863575337
rmse when k is  9513 431.66904863575337
rmse when k is  9514 431.66904863575337
rmse when k is  9515 431.66904863575337
rmse when k is  9516 431.66904863575337
rmse when k is  9517 431.66904863575337
rmse when k is  9518 431.66904863575337
rmse when k is  9519 431.66904863575337
rmse when k is  9520 431.66904863575337
rmse when k is  9521 431.66904863575337
rmse when k is  9522 431.66904863575337
rmse when k is  9523 431.66904863575337
rmse when k is  9524 431.66904863575337
rmse when k is  9525 431.66904863575337
rmse when k is  9526 431.66904863575337
rmse when k is  9527 431.66904863575337
rmse when k is  9528 431.66904863575337
rmse when k is  9529 431.66904863575337
rmse when k is  9530 431.66904863575337
rmse when k is  9531 431.66904863575337
rmse when k is  9532 431.66904863575337
rmse when k is  9533 431.66904863575337
rmse when k is  9534 431.66904863575337
rmse when k is  9535 431.66904863575337
rmse when k is  9536 431.66904863575337
rmse when k is  9537 431.66904863575337
rmse when k is  9538 431.66904863575337
rmse when k is  9539 431.66904863575337
rmse when k is  9540 431.66904863575337
rmse when k is  9541 431.66904863575337
rmse when k is  9542 431.66904863575337
rmse when k is  9543 431.66904863575337
rmse when k is  9544 431.66904863575337
rmse when k is  9545 431.66904863575337
rmse when k is  9546 431.66904863575337
rmse when k is  9547 431.66904863575337
rmse when k is  9548 431.66904863575337
rmse when k is  9549 431.66904863575337
rmse when k is  9550 431.66904863575337
rmse when k is  9551 431.66904863575337
rmse when k is  9552 431.66904863575337
rmse when k is  9553 431.66904863575337
rmse when k is  9554 431.66904863575337
rmse when k is  9555 431.66904863575337
rmse when k is  9556 431.66904863575337
rmse when k is  9557 431.66904863575337
rmse when k is  9558 431.66904863575337
rmse when k is  9559 431.66904863575337
rmse when k is  9560 431.66904863575337
rmse when k is  9561 431.66904863575337
rmse when k is  9562 431.66904863575337
rmse when k is  9563 431.66904863575337
rmse when k is  9564 431.66904863575337
rmse when k is  9565 431.66904863575337
rmse when k is  9566 431.66904863575337
rmse when k is  9567 431.66904863575337
rmse when k is  9568 431.66904863575337
rmse when k is  9569 431.66904863575337
rmse when k is  9570 431.66904863575337
rmse when k is  9571 431.66904863575337
rmse when k is  9572 431.66904863575337
rmse when k is  9573 431.66904863575337
rmse when k is  9574 431.66904863575337
rmse when k is  9575 431.66904863575337
rmse when k is  9576 431.66904863575337
rmse when k is  9577 431.66904863575337
rmse when k is  9578 431.66904863575337
rmse when k is  9579 431.66904863575337
rmse when k is  9580 431.66904863575337
rmse when k is  9581 431.66904863575337
rmse when k is  9582 431.66904863575337
rmse when k is  9583 431.66904863575337
rmse when k is  9584 431.66904863575337
rmse when k is  9585 431.66904863575337
rmse when k is  9586 431.66904863575337
rmse when k is  9587 431.66904863575337
rmse when k is  9588 431.66904863575337
rmse when k is  9589 431.66904863575337
rmse when k is  9590 431.66904863575337
rmse when k is  9591 431.66904863575337
rmse when k is  9592 431.66904863575337
rmse when k is  9593 431.66904863575337
rmse when k is  9594 431.66904863575337
rmse when k is  9595 431.66904863575337
rmse when k is  9596 431.66904863575337
rmse when k is  9597 431.66904863575337
rmse when k is  9598 431.66904863575337
rmse when k is  9599 431.66904863575337
rmse when k is  9600 431.66904863575337
rmse when k is  9601 431.66904863575337
rmse when k is  9602 431.66904863575337
rmse when k is  9603 431.66904863575337
rmse when k is  9604 431.66904863575337
rmse when k is  9605 431.66904863575337
rmse when k is  9606 431.66904863575337
rmse when k is  9607 431.66904863575337
rmse when k is  9608 431.66904863575337
rmse when k is  9609 431.66904863575337
rmse when k is  9610 431.66904863575337
rmse when k is  9611 431.66904863575337
rmse when k is  9612 431.66904863575337
rmse when k is  9613 431.66904863575337
rmse when k is  9614 431.66904863575337
rmse when k is  9615 431.66904863575337
rmse when k is  9616 431.66904863575337
rmse when k is  9617 431.66904863575337
rmse when k is  9618 431.66904863575337
rmse when k is  9619 431.66904863575337
rmse when k is  9620 431.66904863575337
rmse when k is  9621 431.66904863575337
rmse when k is  9622 431.66904863575337
rmse when k is  9623 431.66904863575337
rmse when k is  9624 431.66904863575337
rmse when k is  9625 431.66904863575337
rmse when k is  9626 431.66904863575337
rmse when k is  9627 431.66904863575337
rmse when k is  9628 431.66904863575337
rmse when k is  9629 431.66904863575337
rmse when k is  9630 431.66904863575337
rmse when k is  9631 431.66904863575337
rmse when k is  9632 431.66904863575337
rmse when k is  9633 431.66904863575337
rmse when k is  9634 431.66904863575337
rmse when k is  9635 431.66904863575337
rmse when k is  9636 431.66904863575337
rmse when k is  9637 431.66904863575337
rmse when k is  9638 431.66904863575337
rmse when k is  9639 431.66904863575337
rmse when k is  9640 431.66904863575337
rmse when k is  9641 431.66904863575337
rmse when k is  9642 431.66904863575337
rmse when k is  9643 431.66904863575337
rmse when k is  9644 431.66904863575337
rmse when k is  9645 431.66904863575337
rmse when k is  9646 431.66904863575337
rmse when k is  9647 431.66904863575337
rmse when k is  9648 431.66904863575337
rmse when k is  9649 431.66904863575337
rmse when k is  9650 431.66904863575337
rmse when k is  9651 431.66904863575337
rmse when k is  9652 431.66904863575337
rmse when k is  9653 431.66904863575337
rmse when k is  9654 431.66904863575337
rmse when k is  9655 431.66904863575337
rmse when k is  9656 431.66904863575337
rmse when k is  9657 431.66904863575337
rmse when k is  9658 431.66904863575337
rmse when k is  9659 431.66904863575337
rmse when k is  9660 431.66904863575337
rmse when k is  9661 431.66904863575337
rmse when k is  9662 431.66904863575337
rmse when k is  9663 431.66904863575337
rmse when k is  9664 431.66904863575337
rmse when k is  9665 431.66904863575337
rmse when k is  9666 431.66904863575337
rmse when k is  9667 431.66904863575337
rmse when k is  9668 431.66904863575337
rmse when k is  9669 431.66904863575337
rmse when k is  9670 431.66904863575337
rmse when k is  9671 431.66904863575337
rmse when k is  9672 431.66904863575337
rmse when k is  9673 431.66904863575337
rmse when k is  9674 431.66904863575337
rmse when k is  9675 431.66904863575337
rmse when k is  9676 431.66904863575337
rmse when k is  9677 431.66904863575337
rmse when k is  9678 431.66904863575337
rmse when k is  9679 431.66904863575337
rmse when k is  9680 431.66904863575337
rmse when k is  9681 431.66904863575337
rmse when k is  9682 431.66904863575337
rmse when k is  9683 431.66904863575337
rmse when k is  9684 431.66904863575337
rmse when k is  9685 431.66904863575337
rmse when k is  9686 431.66904863575337
rmse when k is  9687 431.66904863575337
rmse when k is  9688 431.66904863575337
rmse when k is  9689 431.66904863575337
rmse when k is  9690 431.66904863575337
rmse when k is  9691 431.66904863575337
rmse when k is  9692 431.66904863575337
rmse when k is  9693 431.66904863575337
rmse when k is  9694 431.66904863575337
rmse when k is  9695 431.66904863575337
rmse when k is  9696 431.66904863575337
rmse when k is  9697 431.66904863575337
rmse when k is  9698 431.66904863575337
rmse when k is  9699 431.66904863575337
rmse when k is  9700 431.66904863575337
rmse when k is  9701 431.66904863575337
rmse when k is  9702 431.66904863575337
rmse when k is  9703 431.66904863575337
rmse when k is  9704 431.66904863575337
rmse when k is  9705 431.66904863575337
rmse when k is  9706 431.66904863575337
rmse when k is  9707 431.66904863575337
rmse when k is  9708 431.66904863575337
rmse when k is  9709 431.66904863575337
rmse when k is  9710 431.66904863575337
rmse when k is  9711 431.66904863575337
rmse when k is  9712 431.66904863575337
rmse when k is  9713 431.66904863575337
rmse when k is  9714 431.66904863575337
rmse when k is  9715 431.66904863575337
rmse when k is  9716 431.66904863575337
rmse when k is  9717 431.66904863575337
rmse when k is  9718 431.66904863575337
rmse when k is  9719 431.66904863575337
rmse when k is  9720 431.66904863575337
rmse when k is  9721 431.66904863575337
rmse when k is  9722 431.66904863575337
rmse when k is  9723 431.66904863575337
rmse when k is  9724 431.66904863575337
rmse when k is  9725 431.66904863575337
rmse when k is  9726 431.66904863575337
rmse when k is  9727 431.66904863575337
rmse when k is  9728 431.66904863575337
rmse when k is  9729 431.66904863575337
rmse when k is  9730 431.66904863575337
rmse when k is  9731 431.66904863575337
rmse when k is  9732 431.66904863575337
rmse when k is  9733 431.66904863575337
rmse when k is  9734 431.66904863575337
rmse when k is  9735 431.66904863575337
rmse when k is  9736 431.66904863575337
rmse when k is  9737 431.66904863575337
rmse when k is  9738 431.66904863575337
rmse when k is  9739 431.66904863575337
rmse when k is  9740 431.66904863575337
rmse when k is  9741 431.66904863575337
rmse when k is  9742 431.66904863575337
rmse when k is  9743 431.66904863575337
rmse when k is  9744 431.66904863575337
rmse when k is  9745 431.66904863575337
rmse when k is  9746 431.66904863575337
rmse when k is  9747 431.66904863575337
rmse when k is  9748 431.66904863575337
rmse when k is  9749 431.66904863575337
rmse when k is  9750 431.66904863575337
rmse when k is  9751 431.66904863575337
rmse when k is  9752 431.66904863575337
rmse when k is  9753 431.66904863575337
rmse when k is  9754 431.66904863575337
rmse when k is  9755 431.66904863575337
rmse when k is  9756 431.66904863575337
rmse when k is  9757 431.66904863575337
rmse when k is  9758 431.66904863575337
rmse when k is  9759 431.66904863575337
rmse when k is  9760 431.66904863575337
rmse when k is  9761 431.66904863575337
rmse when k is  9762 431.66904863575337
rmse when k is  9763 431.66904863575337
rmse when k is  9764 431.66904863575337
rmse when k is  9765 431.66904863575337
rmse when k is  9766 431.66904863575337
rmse when k is  9767 431.66904863575337
rmse when k is  9768 431.66904863575337
rmse when k is  9769 431.66904863575337
rmse when k is  9770 431.66904863575337
rmse when k is  9771 431.66904863575337
rmse when k is  9772 431.66904863575337
rmse when k is  9773 431.66904863575337
rmse when k is  9774 431.66904863575337
rmse when k is  9775 431.66904863575337
rmse when k is  9776 431.66904863575337
rmse when k is  9777 431.66904863575337
rmse when k is  9778 431.66904863575337
rmse when k is  9779 431.66904863575337
rmse when k is  9780 431.66904863575337
rmse when k is  9781 431.66904863575337
rmse when k is  9782 431.66904863575337
rmse when k is  9783 431.66904863575337
rmse when k is  9784 431.66904863575337
rmse when k is  9785 431.66904863575337
rmse when k is  9786 431.66904863575337
rmse when k is  9787 431.66904863575337
rmse when k is  9788 431.66904863575337
rmse when k is  9789 431.66904863575337
rmse when k is  9790 431.66904863575337
rmse when k is  9791 431.66904863575337
rmse when k is  9792 431.66904863575337
rmse when k is  9793 431.66904863575337
rmse when k is  9794 431.66904863575337
rmse when k is  9795 431.66904863575337
rmse when k is  9796 431.66904863575337
rmse when k is  9797 431.66904863575337
rmse when k is  9798 431.66904863575337
rmse when k is  9799 431.66904863575337
rmse when k is  9800 431.66904863575337
rmse when k is  9801 431.66904863575337
rmse when k is  9802 431.66904863575337
rmse when k is  9803 431.66904863575337
rmse when k is  9804 431.66904863575337
rmse when k is  9805 431.66904863575337
rmse when k is  9806 431.66904863575337
rmse when k is  9807 431.66904863575337
rmse when k is  9808 431.66904863575337
rmse when k is  9809 431.66904863575337
rmse when k is  9810 431.66904863575337
rmse when k is  9811 431.66904863575337
rmse when k is  9812 431.66904863575337
rmse when k is  9813 431.66904863575337
rmse when k is  9814 431.66904863575337
rmse when k is  9815 431.66904863575337
rmse when k is  9816 431.66904863575337
rmse when k is  9817 431.66904863575337
rmse when k is  9818 431.66904863575337
rmse when k is  9819 431.66904863575337
rmse when k is  9820 431.66904863575337
rmse when k is  9821 431.66904863575337
rmse when k is  9822 431.66904863575337
rmse when k is  9823 431.66904863575337
rmse when k is  9824 431.66904863575337
rmse when k is  9825 431.66904863575337
rmse when k is  9826 431.66904863575337
rmse when k is  9827 431.66904863575337
rmse when k is  9828 431.66904863575337
rmse when k is  9829 431.66904863575337
rmse when k is  9830 431.66904863575337
rmse when k is  9831 431.66904863575337
rmse when k is  9832 431.66904863575337
rmse when k is  9833 431.66904863575337
rmse when k is  9834 431.66904863575337
rmse when k is  9835 431.66904863575337
rmse when k is  9836 431.66904863575337
rmse when k is  9837 431.66904863575337
rmse when k is  9838 431.66904863575337
rmse when k is  9839 431.66904863575337
rmse when k is  9840 431.66904863575337
rmse when k is  9841 431.66904863575337
rmse when k is  9842 431.66904863575337
rmse when k is  9843 431.66904863575337
rmse when k is  9844 431.66904863575337
rmse when k is  9845 431.66904863575337
rmse when k is  9846 431.66904863575337
rmse when k is  9847 431.66904863575337
rmse when k is  9848 431.66904863575337
rmse when k is  9849 431.66904863575337
rmse when k is  9850 431.66904863575337
rmse when k is  9851 431.66904863575337
rmse when k is  9852 431.66904863575337
rmse when k is  9853 431.66904863575337
rmse when k is  9854 431.66904863575337
rmse when k is  9855 431.66904863575337
rmse when k is  9856 431.66904863575337
rmse when k is  9857 431.66904863575337
rmse when k is  9858 431.66904863575337
rmse when k is  9859 431.66904863575337
rmse when k is  9860 431.66904863575337
rmse when k is  9861 431.66904863575337
rmse when k is  9862 431.66904863575337
rmse when k is  9863 431.66904863575337
rmse when k is  9864 431.66904863575337
rmse when k is  9865 431.66904863575337
rmse when k is  9866 431.66904863575337
rmse when k is  9867 431.66904863575337
rmse when k is  9868 431.66904863575337
rmse when k is  9869 431.66904863575337
rmse when k is  9870 431.66904863575337
rmse when k is  9871 431.66904863575337
rmse when k is  9872 431.66904863575337
rmse when k is  9873 431.66904863575337
rmse when k is  9874 431.66904863575337
rmse when k is  9875 431.66904863575337
rmse when k is  9876 431.66904863575337
rmse when k is  9877 431.66904863575337
rmse when k is  9878 431.66904863575337
rmse when k is  9879 431.66904863575337
rmse when k is  9880 431.66904863575337
rmse when k is  9881 431.66904863575337
rmse when k is  9882 431.66904863575337
rmse when k is  9883 431.66904863575337
rmse when k is  9884 431.66904863575337
rmse when k is  9885 431.66904863575337
rmse when k is  9886 431.66904863575337
rmse when k is  9887 431.66904863575337
rmse when k is  9888 431.66904863575337
rmse when k is  9889 431.66904863575337
rmse when k is  9890 431.66904863575337
rmse when k is  9891 431.66904863575337
rmse when k is  9892 431.66904863575337
rmse when k is  9893 431.66904863575337
rmse when k is  9894 431.66904863575337
rmse when k is  9895 431.66904863575337
rmse when k is  9896 431.66904863575337
rmse when k is  9897 431.66904863575337
rmse when k is  9898 431.66904863575337
rmse when k is  9899 431.66904863575337
rmse when k is  9900 431.66904863575337
rmse when k is  9901 431.66904863575337
rmse when k is  9902 431.66904863575337
rmse when k is  9903 431.66904863575337
rmse when k is  9904 431.66904863575337
rmse when k is  9905 431.66904863575337
rmse when k is  9906 431.66904863575337
rmse when k is  9907 431.66904863575337
rmse when k is  9908 431.66904863575337
rmse when k is  9909 431.66904863575337
rmse when k is  9910 431.66904863575337
rmse when k is  9911 431.66904863575337
rmse when k is  9912 431.66904863575337
rmse when k is  9913 431.66904863575337
rmse when k is  9914 431.66904863575337
rmse when k is  9915 431.66904863575337
rmse when k is  9916 431.66904863575337
rmse when k is  9917 431.66904863575337
rmse when k is  9918 431.66904863575337
rmse when k is  9919 431.66904863575337
rmse when k is  9920 431.66904863575337
rmse when k is  9921 431.66904863575337
rmse when k is  9922 431.66904863575337
rmse when k is  9923 431.66904863575337
rmse when k is  9924 431.66904863575337
rmse when k is  9925 431.66904863575337
rmse when k is  9926 431.66904863575337
rmse when k is  9927 431.66904863575337
rmse when k is  9928 431.66904863575337
rmse when k is  9929 431.66904863575337
rmse when k is  9930 431.66904863575337
rmse when k is  9931 431.66904863575337
rmse when k is  9932 431.66904863575337
rmse when k is  9933 431.66904863575337
rmse when k is  9934 431.66904863575337
rmse when k is  9935 431.66904863575337
rmse when k is  9936 431.66904863575337
rmse when k is  9937 431.66904863575337
rmse when k is  9938 431.66904863575337
rmse when k is  9939 431.66904863575337
rmse when k is  9940 431.66904863575337
rmse when k is  9941 431.66904863575337
rmse when k is  9942 431.66904863575337
rmse when k is  9943 431.66904863575337
rmse when k is  9944 431.66904863575337
rmse when k is  9945 431.66904863575337
rmse when k is  9946 431.66904863575337
rmse when k is  9947 431.66904863575337
rmse when k is  9948 431.66904863575337
rmse when k is  9949 431.66904863575337
rmse when k is  9950 431.66904863575337
rmse when k is  9951 431.66904863575337
rmse when k is  9952 431.66904863575337
rmse when k is  9953 431.66904863575337
rmse when k is  9954 431.66904863575337
rmse when k is  9955 431.66904863575337
rmse when k is  9956 431.66904863575337
rmse when k is  9957 431.66904863575337
rmse when k is  9958 431.66904863575337
rmse when k is  9959 431.66904863575337
rmse when k is  9960 431.66904863575337
rmse when k is  9961 431.66904863575337
rmse when k is  9962 431.66904863575337
rmse when k is  9963 431.66904863575337
rmse when k is  9964 431.66904863575337
rmse when k is  9965 431.66904863575337
rmse when k is  9966 431.66904863575337
rmse when k is  9967 431.66904863575337
rmse when k is  9968 431.66904863575337
rmse when k is  9969 431.66904863575337
rmse when k is  9970 431.66904863575337
rmse when k is  9971 431.66904863575337
rmse when k is  9972 431.66904863575337
rmse when k is  9973 431.66904863575337
rmse when k is  9974 431.66904863575337
rmse when k is  9975 431.66904863575337
rmse when k is  9976 431.66904863575337
rmse when k is  9977 431.66904863575337
rmse when k is  9978 431.66904863575337
rmse when k is  9979 431.66904863575337
rmse when k is  9980 431.66904863575337
rmse when k is  9981 431.66904863575337
rmse when k is  9982 431.66904863575337
rmse when k is  9983 431.66904863575337
rmse when k is  9984 431.66904863575337
rmse when k is  9985 431.66904863575337
rmse when k is  9986 431.66904863575337
rmse when k is  9987 431.66904863575337
rmse when k is  9988 431.66904863575337
rmse when k is  9989 431.66904863575337
rmse when k is  9990 431.66904863575337
rmse when k is  9991 431.66904863575337
rmse when k is  9992 431.66904863575337
rmse when k is  9993 431.66904863575337
rmse when k is  9994 431.66904863575337
rmse when k is  9995 431.66904863575337
rmse when k is  9996 431.66904863575337
rmse when k is  9997 431.66904863575337
rmse when k is  9998 431.66904863575337
rmse when k is  9999 431.66904863575337
rmse when k is  10000 431.66904863575337
rmse when k is  10001 431.66904863575337
rmse when k is  10002 431.66904863575337
rmse when k is  10003 431.66904863575337
rmse when k is  10004 431.66904863575337
rmse when k is  10005 431.66904863575337
rmse when k is  10006 431.66904863575337
rmse when k is  10007 431.66904863575337
rmse when k is  10008 431.66904863575337
rmse when k is  10009 431.66904863575337
rmse when k is  10010 431.66904863575337
rmse when k is  10011 431.66904863575337
rmse when k is  10012 431.66904863575337
rmse when k is  10013 431.66904863575337
rmse when k is  10014 431.66904863575337
rmse when k is  10015 431.66904863575337
rmse when k is  10016 431.66904863575337
rmse when k is  10017 431.66904863575337
rmse when k is  10018 431.66904863575337
rmse when k is  10019 431.66904863575337
rmse when k is  10020 431.66904863575337
rmse when k is  10021 431.66904863575337
rmse when k is  10022 431.66904863575337
rmse when k is  10023 431.66904863575337
rmse when k is  10024 431.66904863575337
rmse when k is  10025 431.66904863575337
rmse when k is  10026 431.66904863575337
rmse when k is  10027 431.66904863575337
rmse when k is  10028 431.66904863575337
rmse when k is  10029 431.66904863575337
rmse when k is  10030 431.66904863575337
rmse when k is  10031 431.66904863575337
rmse when k is  10032 431.66904863575337
rmse when k is  10033 431.66904863575337
rmse when k is  10034 431.66904863575337
rmse when k is  10035 431.66904863575337
rmse when k is  10036 431.66904863575337
rmse when k is  10037 431.66904863575337
rmse when k is  10038 431.66904863575337
rmse when k is  10039 431.66904863575337
rmse when k is  10040 431.66904863575337
rmse when k is  10041 431.66904863575337
rmse when k is  10042 431.66904863575337
rmse when k is  10043 431.66904863575337
rmse when k is  10044 431.66904863575337
rmse when k is  10045 431.66904863575337
rmse when k is  10046 431.66904863575337
rmse when k is  10047 431.66904863575337
rmse when k is  10048 431.66904863575337
rmse when k is  10049 431.66904863575337
rmse when k is  10050 431.66904863575337
rmse when k is  10051 431.66904863575337
rmse when k is  10052 431.66904863575337
rmse when k is  10053 431.66904863575337
rmse when k is  10054 431.66904863575337
rmse when k is  10055 431.66904863575337
rmse when k is  10056 431.66904863575337
rmse when k is  10057 431.66904863575337
rmse when k is  10058 431.66904863575337
rmse when k is  10059 431.66904863575337
rmse when k is  10060 431.66904863575337
rmse when k is  10061 431.66904863575337
rmse when k is  10062 431.66904863575337
rmse when k is  10063 431.66904863575337
rmse when k is  10064 431.66904863575337
rmse when k is  10065 431.66904863575337
rmse when k is  10066 431.66904863575337
rmse when k is  10067 431.66904863575337
rmse when k is  10068 431.66904863575337
rmse when k is  10069 431.66904863575337
rmse when k is  10070 431.66904863575337
rmse when k is  10071 431.66904863575337
rmse when k is  10072 431.66904863575337
rmse when k is  10073 431.66904863575337
rmse when k is  10074 431.66904863575337
rmse when k is  10075 431.66904863575337
rmse when k is  10076 431.66904863575337
rmse when k is  10077 431.66904863575337
rmse when k is  10078 431.66904863575337
rmse when k is  10079 431.66904863575337
rmse when k is  10080 431.66904863575337
rmse when k is  10081 431.66904863575337
rmse when k is  10082 431.66904863575337
rmse when k is  10083 431.66904863575337
rmse when k is  10084 431.66904863575337
rmse when k is  10085 431.66904863575337
rmse when k is  10086 431.66904863575337
rmse when k is  10087 431.66904863575337
rmse when k is  10088 431.66904863575337
rmse when k is  10089 431.66904863575337
rmse when k is  10090 431.66904863575337
rmse when k is  10091 431.66904863575337
rmse when k is  10092 431.66904863575337
rmse when k is  10093 431.66904863575337
rmse when k is  10094 431.66904863575337
rmse when k is  10095 431.66904863575337
rmse when k is  10096 431.66904863575337
rmse when k is  10097 431.66904863575337
rmse when k is  10098 431.66904863575337
rmse when k is  10099 431.66904863575337
rmse when k is  10100 431.66904863575337
rmse when k is  10101 431.66904863575337
rmse when k is  10102 431.66904863575337
rmse when k is  10103 431.66904863575337
rmse when k is  10104 431.66904863575337
rmse when k is  10105 431.66904863575337
rmse when k is  10106 431.66904863575337
rmse when k is  10107 431.66904863575337
rmse when k is  10108 431.66904863575337
rmse when k is  10109 431.66904863575337
rmse when k is  10110 431.66904863575337
rmse when k is  10111 431.66904863575337
rmse when k is  10112 431.66904863575337
rmse when k is  10113 431.66904863575337
rmse when k is  10114 431.66904863575337
rmse when k is  10115 431.66904863575337
rmse when k is  10116 431.66904863575337
rmse when k is  10117 431.66904863575337
rmse when k is  10118 431.66904863575337
rmse when k is  10119 431.66904863575337
rmse when k is  10120 431.66904863575337
rmse when k is  10121 431.66904863575337
rmse when k is  10122 431.66904863575337
rmse when k is  10123 431.66904863575337
rmse when k is  10124 431.66904863575337
rmse when k is  10125 431.66904863575337
rmse when k is  10126 431.66904863575337
rmse when k is  10127 431.66904863575337
rmse when k is  10128 431.66904863575337
rmse when k is  10129 431.66904863575337
rmse when k is  10130 431.66904863575337
rmse when k is  10131 431.66904863575337
rmse when k is  10132 431.66904863575337
rmse when k is  10133 431.66904863575337
rmse when k is  10134 431.66904863575337
rmse when k is  10135 431.66904863575337
rmse when k is  10136 431.66904863575337
rmse when k is  10137 431.66904863575337
rmse when k is  10138 431.66904863575337
rmse when k is  10139 431.66904863575337
rmse when k is  10140 431.66904863575337
rmse when k is  10141 431.66904863575337
rmse when k is  10142 431.66904863575337
rmse when k is  10143 431.66904863575337
rmse when k is  10144 431.66904863575337
rmse when k is  10145 431.66904863575337
rmse when k is  10146 431.66904863575337
rmse when k is  10147 431.66904863575337
rmse when k is  10148 431.66904863575337
rmse when k is  10149 431.66904863575337
rmse when k is  10150 431.66904863575337
rmse when k is  10151 431.66904863575337
rmse when k is  10152 431.66904863575337
rmse when k is  10153 431.66904863575337
rmse when k is  10154 431.66904863575337
rmse when k is  10155 431.66904863575337
rmse when k is  10156 431.66904863575337
rmse when k is  10157 431.66904863575337
rmse when k is  10158 431.66904863575337
rmse when k is  10159 431.66904863575337
rmse when k is  10160 431.66904863575337
rmse when k is  10161 431.66904863575337
rmse when k is  10162 431.66904863575337
rmse when k is  10163 431.66904863575337
rmse when k is  10164 431.66904863575337
rmse when k is  10165 431.66904863575337
rmse when k is  10166 431.66904863575337
rmse when k is  10167 431.66904863575337
rmse when k is  10168 431.66904863575337
rmse when k is  10169 431.66904863575337
rmse when k is  10170 431.66904863575337
rmse when k is  10171 431.66904863575337
rmse when k is  10172 431.66904863575337
rmse when k is  10173 431.66904863575337
rmse when k is  10174 431.66904863575337
rmse when k is  10175 431.66904863575337
rmse when k is  10176 431.66904863575337
rmse when k is  10177 431.66904863575337
rmse when k is  10178 431.66904863575337
rmse when k is  10179 431.66904863575337
rmse when k is  10180 431.66904863575337
rmse when k is  10181 431.66904863575337
rmse when k is  10182 431.66904863575337
rmse when k is  10183 431.66904863575337
rmse when k is  10184 431.66904863575337
rmse when k is  10185 431.66904863575337
rmse when k is  10186 431.66904863575337
rmse when k is  10187 431.66904863575337
rmse when k is  10188 431.66904863575337
rmse when k is  10189 431.66904863575337
rmse when k is  10190 431.66904863575337
rmse when k is  10191 431.66904863575337
rmse when k is  10192 431.66904863575337
rmse when k is  10193 431.66904863575337
rmse when k is  10194 431.66904863575337
rmse when k is  10195 431.66904863575337
rmse when k is  10196 431.66904863575337
rmse when k is  10197 431.66904863575337
rmse when k is  10198 431.66904863575337
rmse when k is  10199 431.66904863575337
rmse when k is  10200 431.66904863575337
rmse when k is  10201 431.66904863575337
rmse when k is  10202 431.66904863575337
rmse when k is  10203 431.66904863575337
rmse when k is  10204 431.66904863575337
rmse when k is  10205 431.66904863575337
rmse when k is  10206 431.66904863575337
rmse when k is  10207 431.66904863575337
rmse when k is  10208 431.66904863575337
rmse when k is  10209 431.66904863575337
rmse when k is  10210 431.66904863575337
rmse when k is  10211 431.66904863575337
rmse when k is  10212 431.66904863575337
rmse when k is  10213 431.66904863575337
rmse when k is  10214 431.66904863575337
rmse when k is  10215 431.66904863575337
rmse when k is  10216 431.66904863575337
rmse when k is  10217 431.66904863575337
rmse when k is  10218 431.66904863575337
rmse when k is  10219 431.66904863575337
rmse when k is  10220 431.66904863575337
rmse when k is  10221 431.66904863575337
rmse when k is  10222 431.66904863575337
rmse when k is  10223 431.66904863575337
rmse when k is  10224 431.66904863575337
rmse when k is  10225 431.66904863575337
rmse when k is  10226 431.66904863575337
rmse when k is  10227 431.66904863575337
rmse when k is  10228 431.66904863575337
rmse when k is  10229 431.66904863575337
rmse when k is  10230 431.66904863575337
rmse when k is  10231 431.66904863575337
rmse when k is  10232 431.66904863575337
rmse when k is  10233 431.66904863575337
rmse when k is  10234 431.66904863575337
rmse when k is  10235 431.66904863575337
rmse when k is  10236 431.66904863575337
rmse when k is  10237 431.66904863575337
rmse when k is  10238 431.66904863575337
rmse when k is  10239 431.66904863575337
rmse when k is  10240 431.66904863575337
rmse when k is  10241 431.66904863575337
rmse when k is  10242 431.66904863575337
rmse when k is  10243 431.66904863575337
rmse when k is  10244 431.66904863575337
rmse when k is  10245 431.66904863575337
rmse when k is  10246 431.66904863575337
rmse when k is  10247 431.66904863575337
rmse when k is  10248 431.66904863575337
rmse when k is  10249 431.66904863575337
rmse when k is  10250 431.66904863575337
rmse when k is  10251 431.66904863575337
rmse when k is  10252 431.66904863575337
rmse when k is  10253 431.66904863575337
rmse when k is  10254 431.66904863575337
rmse when k is  10255 431.66904863575337
rmse when k is  10256 431.66904863575337
rmse when k is  10257 431.66904863575337
rmse when k is  10258 431.66904863575337
rmse when k is  10259 431.66904863575337
rmse when k is  10260 431.66904863575337
rmse when k is  10261 431.66904863575337
rmse when k is  10262 431.66904863575337
rmse when k is  10263 431.66904863575337
rmse when k is  10264 431.66904863575337
rmse when k is  10265 431.66904863575337
rmse when k is  10266 431.66904863575337
rmse when k is  10267 431.66904863575337
rmse when k is  10268 431.66904863575337
rmse when k is  10269 431.66904863575337
rmse when k is  10270 431.66904863575337
rmse when k is  10271 431.66904863575337
rmse when k is  10272 431.66904863575337
rmse when k is  10273 431.66904863575337
rmse when k is  10274 431.66904863575337
rmse when k is  10275 431.66904863575337
rmse when k is  10276 431.66904863575337
rmse when k is  10277 431.66904863575337
rmse when k is  10278 431.66904863575337
rmse when k is  10279 431.66904863575337
rmse when k is  10280 431.66904863575337
rmse when k is  10281 431.66904863575337
rmse when k is  10282 431.66904863575337
rmse when k is  10283 431.66904863575337
rmse when k is  10284 431.66904863575337
rmse when k is  10285 431.66904863575337
rmse when k is  10286 431.66904863575337
rmse when k is  10287 431.66904863575337
rmse when k is  10288 431.66904863575337
rmse when k is  10289 431.66904863575337
rmse when k is  10290 431.66904863575337
rmse when k is  10291 431.66904863575337
rmse when k is  10292 431.66904863575337
rmse when k is  10293 431.66904863575337
rmse when k is  10294 431.66904863575337
rmse when k is  10295 431.66904863575337
rmse when k is  10296 431.66904863575337
rmse when k is  10297 431.66904863575337
rmse when k is  10298 431.66904863575337
rmse when k is  10299 431.66904863575337
rmse when k is  10300 431.66904863575337
rmse when k is  10301 431.66904863575337
rmse when k is  10302 431.66904863575337
rmse when k is  10303 431.66904863575337
rmse when k is  10304 431.66904863575337
rmse when k is  10305 431.66904863575337
rmse when k is  10306 431.66904863575337
rmse when k is  10307 431.66904863575337
rmse when k is  10308 431.66904863575337
rmse when k is  10309 431.66904863575337
rmse when k is  10310 431.66904863575337
rmse when k is  10311 431.66904863575337
rmse when k is  10312 431.66904863575337
rmse when k is  10313 431.66904863575337
rmse when k is  10314 431.66904863575337
rmse when k is  10315 431.66904863575337
rmse when k is  10316 431.66904863575337
rmse when k is  10317 431.66904863575337
rmse when k is  10318 431.66904863575337
rmse when k is  10319 431.66904863575337
rmse when k is  10320 431.66904863575337
rmse when k is  10321 431.66904863575337
rmse when k is  10322 431.66904863575337
rmse when k is  10323 431.66904863575337
rmse when k is  10324 431.66904863575337
rmse when k is  10325 431.66904863575337
rmse when k is  10326 431.66904863575337
rmse when k is  10327 431.66904863575337
rmse when k is  10328 431.66904863575337
rmse when k is  10329 431.66904863575337
rmse when k is  10330 431.66904863575337
rmse when k is  10331 431.66904863575337
rmse when k is  10332 431.66904863575337
rmse when k is  10333 431.66904863575337
rmse when k is  10334 431.66904863575337
rmse when k is  10335 431.66904863575337
rmse when k is  10336 431.66904863575337
rmse when k is  10337 431.66904863575337
rmse when k is  10338 431.66904863575337
rmse when k is  10339 431.66904863575337
rmse when k is  10340 431.66904863575337
rmse when k is  10341 431.66904863575337
rmse when k is  10342 431.66904863575337
rmse when k is  10343 431.66904863575337
rmse when k is  10344 431.66904863575337
rmse when k is  10345 431.66904863575337
rmse when k is  10346 431.66904863575337
rmse when k is  10347 431.66904863575337
rmse when k is  10348 431.66904863575337
rmse when k is  10349 431.66904863575337
rmse when k is  10350 431.66904863575337
rmse when k is  10351 431.66904863575337
rmse when k is  10352 431.66904863575337
rmse when k is  10353 431.66904863575337
rmse when k is  10354 431.66904863575337
rmse when k is  10355 431.66904863575337
rmse when k is  10356 431.66904863575337
rmse when k is  10357 431.66904863575337
rmse when k is  10358 431.66904863575337
rmse when k is  10359 431.66904863575337
rmse when k is  10360 431.66904863575337
rmse when k is  10361 431.66904863575337
rmse when k is  10362 431.66904863575337
rmse when k is  10363 431.66904863575337
rmse when k is  10364 431.66904863575337
rmse when k is  10365 431.66904863575337
rmse when k is  10366 431.66904863575337
rmse when k is  10367 431.66904863575337
rmse when k is  10368 431.66904863575337
rmse when k is  10369 431.66904863575337
rmse when k is  10370 431.66904863575337
rmse when k is  10371 431.66904863575337
rmse when k is  10372 431.66904863575337
rmse when k is  10373 431.66904863575337
rmse when k is  10374 431.66904863575337
rmse when k is  10375 431.66904863575337
rmse when k is  10376 431.66904863575337
rmse when k is  10377 431.66904863575337
rmse when k is  10378 431.66904863575337
rmse when k is  10379 431.66904863575337
rmse when k is  10380 431.66904863575337
rmse when k is  10381 431.66904863575337
rmse when k is  10382 431.66904863575337
rmse when k is  10383 431.66904863575337
rmse when k is  10384 431.66904863575337
rmse when k is  10385 431.66904863575337
rmse when k is  10386 431.66904863575337
rmse when k is  10387 431.66904863575337
rmse when k is  10388 431.66904863575337
rmse when k is  10389 431.66904863575337
rmse when k is  10390 431.66904863575337
rmse when k is  10391 431.66904863575337
rmse when k is  10392 431.66904863575337
rmse when k is  10393 431.66904863575337
rmse when k is  10394 431.66904863575337
rmse when k is  10395 431.66904863575337
rmse when k is  10396 431.66904863575337
rmse when k is  10397 431.66904863575337
rmse when k is  10398 431.66904863575337
rmse when k is  10399 431.66904863575337
rmse when k is  10400 431.66904863575337
rmse when k is  10401 431.66904863575337
rmse when k is  10402 431.66904863575337
rmse when k is  10403 431.66904863575337
rmse when k is  10404 431.66904863575337
rmse when k is  10405 431.66904863575337
rmse when k is  10406 431.66904863575337
rmse when k is  10407 431.66904863575337
rmse when k is  10408 431.66904863575337
rmse when k is  10409 431.66904863575337
rmse when k is  10410 431.66904863575337
rmse when k is  10411 431.66904863575337
rmse when k is  10412 431.66904863575337
rmse when k is  10413 431.66904863575337
rmse when k is  10414 431.66904863575337
rmse when k is  10415 431.66904863575337
rmse when k is  10416 431.66904863575337
rmse when k is  10417 431.66904863575337
rmse when k is  10418 431.66904863575337
rmse when k is  10419 431.66904863575337
rmse when k is  10420 431.66904863575337
rmse when k is  10421 431.66904863575337
rmse when k is  10422 431.66904863575337
rmse when k is  10423 431.66904863575337
rmse when k is  10424 431.66904863575337
rmse when k is  10425 431.66904863575337
rmse when k is  10426 431.66904863575337
rmse when k is  10427 431.66904863575337
rmse when k is  10428 431.66904863575337
rmse when k is  10429 431.66904863575337
rmse when k is  10430 431.66904863575337
rmse when k is  10431 431.66904863575337
rmse when k is  10432 431.66904863575337
rmse when k is  10433 431.66904863575337
rmse when k is  10434 431.66904863575337
rmse when k is  10435 431.66904863575337
rmse when k is  10436 431.66904863575337
rmse when k is  10437 431.66904863575337
rmse when k is  10438 431.66904863575337
rmse when k is  10439 431.66904863575337
rmse when k is  10440 431.66904863575337
rmse when k is  10441 431.66904863575337
rmse when k is  10442 431.66904863575337
rmse when k is  10443 431.66904863575337
rmse when k is  10444 431.66904863575337
rmse when k is  10445 431.66904863575337
rmse when k is  10446 431.66904863575337
rmse when k is  10447 431.66904863575337
rmse when k is  10448 431.66904863575337
rmse when k is  10449 431.66904863575337
rmse when k is  10450 431.66904863575337
rmse when k is  10451 431.66904863575337
rmse when k is  10452 431.66904863575337
rmse when k is  10453 431.66904863575337
rmse when k is  10454 431.66904863575337
rmse when k is  10455 431.66904863575337
rmse when k is  10456 431.66904863575337
rmse when k is  10457 431.66904863575337
rmse when k is  10458 431.66904863575337
rmse when k is  10459 431.66904863575337
rmse when k is  10460 431.66904863575337
rmse when k is  10461 431.66904863575337
rmse when k is  10462 431.66904863575337
rmse when k is  10463 431.66904863575337
rmse when k is  10464 431.66904863575337
rmse when k is  10465 431.66904863575337
rmse when k is  10466 431.66904863575337
rmse when k is  10467 431.66904863575337
rmse when k is  10468 431.66904863575337
rmse when k is  10469 431.66904863575337
rmse when k is  10470 431.66904863575337
rmse when k is  10471 431.66904863575337
rmse when k is  10472 431.66904863575337
rmse when k is  10473 431.66904863575337
rmse when k is  10474 431.66904863575337
rmse when k is  10475 431.66904863575337
rmse when k is  10476 431.66904863575337
rmse when k is  10477 431.66904863575337
rmse when k is  10478 431.66904863575337
rmse when k is  10479 431.66904863575337
rmse when k is  10480 431.66904863575337
rmse when k is  10481 431.66904863575337
rmse when k is  10482 431.66904863575337
rmse when k is  10483 431.66904863575337
rmse when k is  10484 431.66904863575337
rmse when k is  10485 431.66904863575337
rmse when k is  10486 431.66904863575337
rmse when k is  10487 431.66904863575337
rmse when k is  10488 431.66904863575337
rmse when k is  10489 431.66904863575337
rmse when k is  10490 431.66904863575337
rmse when k is  10491 431.66904863575337
rmse when k is  10492 431.66904863575337
rmse when k is  10493 431.66904863575337
rmse when k is  10494 431.66904863575337
rmse when k is  10495 431.66904863575337
rmse when k is  10496 431.66904863575337
rmse when k is  10497 431.66904863575337
rmse when k is  10498 431.66904863575337
rmse when k is  10499 431.66904863575337
rmse when k is  10500 431.66904863575337
rmse when k is  10501 431.66904863575337
rmse when k is  10502 431.66904863575337
rmse when k is  10503 431.66904863575337
rmse when k is  10504 431.66904863575337
rmse when k is  10505 431.66904863575337
rmse when k is  10506 431.66904863575337
rmse when k is  10507 431.66904863575337
rmse when k is  10508 431.66904863575337
rmse when k is  10509 431.66904863575337
rmse when k is  10510 431.66904863575337
rmse when k is  10511 431.66904863575337
rmse when k is  10512 431.66904863575337
rmse when k is  10513 431.66904863575337
rmse when k is  10514 431.66904863575337
rmse when k is  10515 431.66904863575337
rmse when k is  10516 431.66904863575337
rmse when k is  10517 431.66904863575337
rmse when k is  10518 431.66904863575337
rmse when k is  10519 431.66904863575337
rmse when k is  10520 431.66904863575337
rmse when k is  10521 431.66904863575337
rmse when k is  10522 431.66904863575337
rmse when k is  10523 431.66904863575337
rmse when k is  10524 431.66904863575337
rmse when k is  10525 431.66904863575337
rmse when k is  10526 431.66904863575337
rmse when k is  10527 431.66904863575337
rmse when k is  10528 431.66904863575337
rmse when k is  10529 431.66904863575337
rmse when k is  10530 431.66904863575337
rmse when k is  10531 431.66904863575337
rmse when k is  10532 431.66904863575337
rmse when k is  10533 431.66904863575337
rmse when k is  10534 431.66904863575337
rmse when k is  10535 431.66904863575337
rmse when k is  10536 431.66904863575337
rmse when k is  10537 431.66904863575337
rmse when k is  10538 431.66904863575337
rmse when k is  10539 431.66904863575337
rmse when k is  10540 431.66904863575337
rmse when k is  10541 431.66904863575337
rmse when k is  10542 431.66904863575337
rmse when k is  10543 431.66904863575337
rmse when k is  10544 431.66904863575337
rmse when k is  10545 431.66904863575337
rmse when k is  10546 431.66904863575337
rmse when k is  10547 431.66904863575337
rmse when k is  10548 431.66904863575337
rmse when k is  10549 431.66904863575337
rmse when k is  10550 431.66904863575337
rmse when k is  10551 431.66904863575337
rmse when k is  10552 431.66904863575337
rmse when k is  10553 431.66904863575337
rmse when k is  10554 431.66904863575337
rmse when k is  10555 431.66904863575337
rmse when k is  10556 431.66904863575337
rmse when k is  10557 431.66904863575337
rmse when k is  10558 431.66904863575337
rmse when k is  10559 431.66904863575337
rmse when k is  10560 431.66904863575337
rmse when k is  10561 431.66904863575337
rmse when k is  10562 431.66904863575337
rmse when k is  10563 431.66904863575337
rmse when k is  10564 431.66904863575337
rmse when k is  10565 431.66904863575337
rmse when k is  10566 431.66904863575337
rmse when k is  10567 431.66904863575337
rmse when k is  10568 431.66904863575337
rmse when k is  10569 431.66904863575337
rmse when k is  10570 431.66904863575337
rmse when k is  10571 431.66904863575337
rmse when k is  10572 431.66904863575337
rmse when k is  10573 431.66904863575337
rmse when k is  10574 431.66904863575337
rmse when k is  10575 431.66904863575337
rmse when k is  10576 431.66904863575337
rmse when k is  10577 431.66904863575337
rmse when k is  10578 431.66904863575337
rmse when k is  10579 431.66904863575337
rmse when k is  10580 431.66904863575337
rmse when k is  10581 431.66904863575337
rmse when k is  10582 431.66904863575337
rmse when k is  10583 431.66904863575337
rmse when k is  10584 431.66904863575337
rmse when k is  10585 431.66904863575337
rmse when k is  10586 431.66904863575337
rmse when k is  10587 431.66904863575337
rmse when k is  10588 431.66904863575337
rmse when k is  10589 431.66904863575337
rmse when k is  10590 431.66904863575337
rmse when k is  10591 431.66904863575337
rmse when k is  10592 431.66904863575337
rmse when k is  10593 431.66904863575337
rmse when k is  10594 431.66904863575337
rmse when k is  10595 431.66904863575337
rmse when k is  10596 431.66904863575337
rmse when k is  10597 431.66904863575337
rmse when k is  10598 431.66904863575337
rmse when k is  10599 431.66904863575337
rmse when k is  10600 431.66904863575337
rmse when k is  10601 431.66904863575337
rmse when k is  10602 431.66904863575337
rmse when k is  10603 431.66904863575337
rmse when k is  10604 431.66904863575337
rmse when k is  10605 431.66904863575337
rmse when k is  10606 431.66904863575337
rmse when k is  10607 431.66904863575337
rmse when k is  10608 431.66904863575337
rmse when k is  10609 431.66904863575337
rmse when k is  10610 431.66904863575337
rmse when k is  10611 431.66904863575337
rmse when k is  10612 431.66904863575337
rmse when k is  10613 431.66904863575337
rmse when k is  10614 431.66904863575337
rmse when k is  10615 431.66904863575337
rmse when k is  10616 431.66904863575337
rmse when k is  10617 431.66904863575337
rmse when k is  10618 431.66904863575337
rmse when k is  10619 431.66904863575337
rmse when k is  10620 431.66904863575337
rmse when k is  10621 431.66904863575337
rmse when k is  10622 431.66904863575337
rmse when k is  10623 431.66904863575337
rmse when k is  10624 431.66904863575337
rmse when k is  10625 431.66904863575337
rmse when k is  10626 431.66904863575337
rmse when k is  10627 431.66904863575337
rmse when k is  10628 431.66904863575337
rmse when k is  10629 431.66904863575337
rmse when k is  10630 431.66904863575337
rmse when k is  10631 431.66904863575337
rmse when k is  10632 431.66904863575337
rmse when k is  10633 431.66904863575337
rmse when k is  10634 431.66904863575337
rmse when k is  10635 431.66904863575337
rmse when k is  10636 431.66904863575337
rmse when k is  10637 431.66904863575337
rmse when k is  10638 431.66904863575337
rmse when k is  10639 431.66904863575337
rmse when k is  10640 431.66904863575337
rmse when k is  10641 431.66904863575337
rmse when k is  10642 431.66904863575337
rmse when k is  10643 431.66904863575337
rmse when k is  10644 431.66904863575337
rmse when k is  10645 431.66904863575337
rmse when k is  10646 431.66904863575337
rmse when k is  10647 431.66904863575337
rmse when k is  10648 431.66904863575337
rmse when k is  10649 431.66904863575337
rmse when k is  10650 431.66904863575337
rmse when k is  10651 431.66904863575337
rmse when k is  10652 431.66904863575337
rmse when k is  10653 431.66904863575337
rmse when k is  10654 431.66904863575337
rmse when k is  10655 431.66904863575337
rmse when k is  10656 431.66904863575337
rmse when k is  10657 431.66904863575337
rmse when k is  10658 431.66904863575337
rmse when k is  10659 431.66904863575337
rmse when k is  10660 431.66904863575337
rmse when k is  10661 431.66904863575337
rmse when k is  10662 431.66904863575337
rmse when k is  10663 431.66904863575337
rmse when k is  10664 431.66904863575337
rmse when k is  10665 431.66904863575337
rmse when k is  10666 431.66904863575337
rmse when k is  10667 431.66904863575337
rmse when k is  10668 431.66904863575337
rmse when k is  10669 431.66904863575337
rmse when k is  10670 431.66904863575337
rmse when k is  10671 431.66904863575337
rmse when k is  10672 431.66904863575337
rmse when k is  10673 431.66904863575337
rmse when k is  10674 431.66904863575337
rmse when k is  10675 431.66904863575337
rmse when k is  10676 431.66904863575337
rmse when k is  10677 431.66904863575337
rmse when k is  10678 431.66904863575337
rmse when k is  10679 431.66904863575337
rmse when k is  10680 431.66904863575337
rmse when k is  10681 431.66904863575337
rmse when k is  10682 431.66904863575337
rmse when k is  10683 431.66904863575337
rmse when k is  10684 431.66904863575337
rmse when k is  10685 431.66904863575337
rmse when k is  10686 431.66904863575337
rmse when k is  10687 431.66904863575337
rmse when k is  10688 431.66904863575337
rmse when k is  10689 431.66904863575337
rmse when k is  10690 431.66904863575337
rmse when k is  10691 431.66904863575337
rmse when k is  10692 431.66904863575337
rmse when k is  10693 431.66904863575337
rmse when k is  10694 431.66904863575337
rmse when k is  10695 431.66904863575337
rmse when k is  10696 431.66904863575337
rmse when k is  10697 431.66904863575337
rmse when k is  10698 431.66904863575337
rmse when k is  10699 431.66904863575337
rmse when k is  10700 431.66904863575337
rmse when k is  10701 431.66904863575337
rmse when k is  10702 431.66904863575337
rmse when k is  10703 431.66904863575337
rmse when k is  10704 431.66904863575337
rmse when k is  10705 431.66904863575337
rmse when k is  10706 431.66904863575337
rmse when k is  10707 431.66904863575337
rmse when k is  10708 431.66904863575337
rmse when k is  10709 431.66904863575337
rmse when k is  10710 431.66904863575337
rmse when k is  10711 431.66904863575337
rmse when k is  10712 431.66904863575337
rmse when k is  10713 431.66904863575337
rmse when k is  10714 431.66904863575337
rmse when k is  10715 431.66904863575337
rmse when k is  10716 431.66904863575337
rmse when k is  10717 431.66904863575337
rmse when k is  10718 431.66904863575337
rmse when k is  10719 431.66904863575337
rmse when k is  10720 431.66904863575337
rmse when k is  10721 431.66904863575337
rmse when k is  10722 431.66904863575337
rmse when k is  10723 431.66904863575337
rmse when k is  10724 431.66904863575337
rmse when k is  10725 431.66904863575337
rmse when k is  10726 431.66904863575337
rmse when k is  10727 431.66904863575337
rmse when k is  10728 431.66904863575337
rmse when k is  10729 431.66904863575337
rmse when k is  10730 431.66904863575337
rmse when k is  10731 431.66904863575337
rmse when k is  10732 431.66904863575337
rmse when k is  10733 431.66904863575337
rmse when k is  10734 431.66904863575337
rmse when k is  10735 431.66904863575337
rmse when k is  10736 431.66904863575337
rmse when k is  10737 431.66904863575337
rmse when k is  10738 431.66904863575337
rmse when k is  10739 431.66904863575337
rmse when k is  10740 431.66904863575337
rmse when k is  10741 431.66904863575337
rmse when k is  10742 431.66904863575337
rmse when k is  10743 431.66904863575337
rmse when k is  10744 431.66904863575337
rmse when k is  10745 431.66904863575337
rmse when k is  10746 431.66904863575337
rmse when k is  10747 431.66904863575337
rmse when k is  10748 431.66904863575337
rmse when k is  10749 431.66904863575337
rmse when k is  10750 431.66904863575337
rmse when k is  10751 431.66904863575337
rmse when k is  10752 431.66904863575337
rmse when k is  10753 431.66904863575337
rmse when k is  10754 431.66904863575337
rmse when k is  10755 431.66904863575337
rmse when k is  10756 431.66904863575337
rmse when k is  10757 431.66904863575337
rmse when k is  10758 431.66904863575337
rmse when k is  10759 431.66904863575337
rmse when k is  10760 431.66904863575337
rmse when k is  10761 431.66904863575337
rmse when k is  10762 431.66904863575337
rmse when k is  10763 431.66904863575337
rmse when k is  10764 431.66904863575337
rmse when k is  10765 431.66904863575337
rmse when k is  10766 431.66904863575337
rmse when k is  10767 431.66904863575337
rmse when k is  10768 431.66904863575337
rmse when k is  10769 431.66904863575337
rmse when k is  10770 431.66904863575337
rmse when k is  10771 431.66904863575337
rmse when k is  10772 431.66904863575337
rmse when k is  10773 431.66904863575337
rmse when k is  10774 431.66904863575337
rmse when k is  10775 431.66904863575337
rmse when k is  10776 431.66904863575337
rmse when k is  10777 431.66904863575337
rmse when k is  10778 431.66904863575337
rmse when k is  10779 431.66904863575337
rmse when k is  10780 431.66904863575337
rmse when k is  10781 431.66904863575337
rmse when k is  10782 431.66904863575337
rmse when k is  10783 431.66904863575337
rmse when k is  10784 431.66904863575337
rmse when k is  10785 431.66904863575337
rmse when k is  10786 431.66904863575337
rmse when k is  10787 431.66904863575337
rmse when k is  10788 431.66904863575337
rmse when k is  10789 431.66904863575337
rmse when k is  10790 431.66904863575337
rmse when k is  10791 431.66904863575337
rmse when k is  10792 431.66904863575337
rmse when k is  10793 431.66904863575337
rmse when k is  10794 431.66904863575337
rmse when k is  10795 431.66904863575337
rmse when k is  10796 431.66904863575337
rmse when k is  10797 431.66904863575337
rmse when k is  10798 431.66904863575337
rmse when k is  10799 431.66904863575337
rmse when k is  10800 431.66904863575337
rmse when k is  10801 431.66904863575337
rmse when k is  10802 431.66904863575337
rmse when k is  10803 431.66904863575337
rmse when k is  10804 431.66904863575337
rmse when k is  10805 431.66904863575337
rmse when k is  10806 431.66904863575337
rmse when k is  10807 431.66904863575337
rmse when k is  10808 431.66904863575337
rmse when k is  10809 431.66904863575337
rmse when k is  10810 431.66904863575337
rmse when k is  10811 431.66904863575337
rmse when k is  10812 431.66904863575337
rmse when k is  10813 431.66904863575337
rmse when k is  10814 431.66904863575337
rmse when k is  10815 431.66904863575337
rmse when k is  10816 431.66904863575337
rmse when k is  10817 431.66904863575337
rmse when k is  10818 431.66904863575337
rmse when k is  10819 431.66904863575337
rmse when k is  10820 431.66904863575337
rmse when k is  10821 431.66904863575337
rmse when k is  10822 431.66904863575337
rmse when k is  10823 431.66904863575337
rmse when k is  10824 431.66904863575337
rmse when k is  10825 431.66904863575337
rmse when k is  10826 431.66904863575337
rmse when k is  10827 431.66904863575337
rmse when k is  10828 431.66904863575337
rmse when k is  10829 431.66904863575337
rmse when k is  10830 431.66904863575337
rmse when k is  10831 431.66904863575337
rmse when k is  10832 431.66904863575337
rmse when k is  10833 431.66904863575337
rmse when k is  10834 431.66904863575337
rmse when k is  10835 431.66904863575337
rmse when k is  10836 431.66904863575337
rmse when k is  10837 431.66904863575337
rmse when k is  10838 431.66904863575337
rmse when k is  10839 431.66904863575337
rmse when k is  10840 431.66904863575337
rmse when k is  10841 431.66904863575337
rmse when k is  10842 431.66904863575337
rmse when k is  10843 431.66904863575337
rmse when k is  10844 431.66904863575337
rmse when k is  10845 431.66904863575337
rmse when k is  10846 431.66904863575337
rmse when k is  10847 431.66904863575337
rmse when k is  10848 431.66904863575337
rmse when k is  10849 431.66904863575337
rmse when k is  10850 431.66904863575337
rmse when k is  10851 431.66904863575337
rmse when k is  10852 431.66904863575337
rmse when k is  10853 431.66904863575337
rmse when k is  10854 431.66904863575337
rmse when k is  10855 431.66904863575337
rmse when k is  10856 431.66904863575337
rmse when k is  10857 431.66904863575337
rmse when k is  10858 431.66904863575337
rmse when k is  10859 431.66904863575337
rmse when k is  10860 431.66904863575337
rmse when k is  10861 431.66904863575337
rmse when k is  10862 431.66904863575337
rmse when k is  10863 431.66904863575337
rmse when k is  10864 431.66904863575337
rmse when k is  10865 431.66904863575337
rmse when k is  10866 431.66904863575337
rmse when k is  10867 431.66904863575337
rmse when k is  10868 431.66904863575337
rmse when k is  10869 431.66904863575337
rmse when k is  10870 431.66904863575337
rmse when k is  10871 431.66904863575337
rmse when k is  10872 431.66904863575337
rmse when k is  10873 431.66904863575337
rmse when k is  10874 431.66904863575337
rmse when k is  10875 431.66904863575337
rmse when k is  10876 431.66904863575337
rmse when k is  10877 431.66904863575337
rmse when k is  10878 431.66904863575337
rmse when k is  10879 431.66904863575337
rmse when k is  10880 431.66904863575337
rmse when k is  10881 431.66904863575337
rmse when k is  10882 431.66904863575337
rmse when k is  10883 431.66904863575337
rmse when k is  10884 431.66904863575337
rmse when k is  10885 431.66904863575337
rmse when k is  10886 431.66904863575337
rmse when k is  10887 431.66904863575337
rmse when k is  10888 431.66904863575337
rmse when k is  10889 431.66904863575337
rmse when k is  10890 431.66904863575337
rmse when k is  10891 431.66904863575337
rmse when k is  10892 431.66904863575337
rmse when k is  10893 431.66904863575337
rmse when k is  10894 431.66904863575337
rmse when k is  10895 431.66904863575337
rmse when k is  10896 431.66904863575337
rmse when k is  10897 431.66904863575337
rmse when k is  10898 431.66904863575337
rmse when k is  10899 431.66904863575337
rmse when k is  10900 431.66904863575337
rmse when k is  10901 431.66904863575337
rmse when k is  10902 431.66904863575337
rmse when k is  10903 431.66904863575337
rmse when k is  10904 431.66904863575337
rmse when k is  10905 431.66904863575337
rmse when k is  10906 431.66904863575337
rmse when k is  10907 431.66904863575337
rmse when k is  10908 431.66904863575337
rmse when k is  10909 431.66904863575337
rmse when k is  10910 431.66904863575337
rmse when k is  10911 431.66904863575337
rmse when k is  10912 431.66904863575337
rmse when k is  10913 431.66904863575337
rmse when k is  10914 431.66904863575337
rmse when k is  10915 431.66904863575337
rmse when k is  10916 431.66904863575337
rmse when k is  10917 431.66904863575337
rmse when k is  10918 431.66904863575337
rmse when k is  10919 431.66904863575337
rmse when k is  10920 431.66904863575337
rmse when k is  10921 431.66904863575337
rmse when k is  10922 431.66904863575337
rmse when k is  10923 431.66904863575337
rmse when k is  10924 431.66904863575337
rmse when k is  10925 431.66904863575337
rmse when k is  10926 431.66904863575337
rmse when k is  10927 431.66904863575337
rmse when k is  10928 431.66904863575337
rmse when k is  10929 431.66904863575337
rmse when k is  10930 431.66904863575337
rmse when k is  10931 431.66904863575337
rmse when k is  10932 431.66904863575337
rmse when k is  10933 431.66904863575337
rmse when k is  10934 431.66904863575337
rmse when k is  10935 431.66904863575337
rmse when k is  10936 431.66904863575337
rmse when k is  10937 431.66904863575337
rmse when k is  10938 431.66904863575337
rmse when k is  10939 431.66904863575337
rmse when k is  10940 431.66904863575337
rmse when k is  10941 431.66904863575337
rmse when k is  10942 431.66904863575337
rmse when k is  10943 431.66904863575337
rmse when k is  10944 431.66904863575337
rmse when k is  10945 431.66904863575337
rmse when k is  10946 431.66904863575337
rmse when k is  10947 431.66904863575337
rmse when k is  10948 431.66904863575337
rmse when k is  10949 431.66904863575337
rmse when k is  10950 431.66904863575337
rmse when k is  10951 431.66904863575337
rmse when k is  10952 431.66904863575337
rmse when k is  10953 431.66904863575337
rmse when k is  10954 431.66904863575337
rmse when k is  10955 431.66904863575337
rmse when k is  10956 431.66904863575337
rmse when k is  10957 431.66904863575337
rmse when k is  10958 431.66904863575337
rmse when k is  10959 431.66904863575337
rmse when k is  10960 431.66904863575337
rmse when k is  10961 431.66904863575337
rmse when k is  10962 431.66904863575337
rmse when k is  10963 431.66904863575337
rmse when k is  10964 431.66904863575337
rmse when k is  10965 431.66904863575337
rmse when k is  10966 431.66904863575337
rmse when k is  10967 431.66904863575337
rmse when k is  10968 431.66904863575337
rmse when k is  10969 431.66904863575337
rmse when k is  10970 431.66904863575337
rmse when k is  10971 431.66904863575337
rmse when k is  10972 431.66904863575337
rmse when k is  10973 431.66904863575337
rmse when k is  10974 431.66904863575337
rmse when k is  10975 431.66904863575337
rmse when k is  10976 431.66904863575337
rmse when k is  10977 431.66904863575337
rmse when k is  10978 431.66904863575337
rmse when k is  10979 431.66904863575337
rmse when k is  10980 431.66904863575337
rmse when k is  10981 431.66904863575337
rmse when k is  10982 431.66904863575337
rmse when k is  10983 431.66904863575337
rmse when k is  10984 431.66904863575337
rmse when k is  10985 431.66904863575337
rmse when k is  10986 431.66904863575337
rmse when k is  10987 431.66904863575337
rmse when k is  10988 431.66904863575337
rmse when k is  10989 431.66904863575337
rmse when k is  10990 431.66904863575337
rmse when k is  10991 431.66904863575337
rmse when k is  10992 431.66904863575337
rmse when k is  10993 431.66904863575337
rmse when k is  10994 431.66904863575337
rmse when k is  10995 431.66904863575337
rmse when k is  10996 431.66904863575337
rmse when k is  10997 431.66904863575337
rmse when k is  10998 431.66904863575337
rmse when k is  10999 431.66904863575337
rmse when k is  11000 431.66904863575337
rmse when k is  11001 431.66904863575337
rmse when k is  11002 431.66904863575337
rmse when k is  11003 431.66904863575337
rmse when k is  11004 431.66904863575337
rmse when k is  11005 431.66904863575337
rmse when k is  11006 431.66904863575337
rmse when k is  11007 431.66904863575337
rmse when k is  11008 431.66904863575337
rmse when k is  11009 431.66904863575337
rmse when k is  11010 431.66904863575337
rmse when k is  11011 431.66904863575337
rmse when k is  11012 431.66904863575337
rmse when k is  11013 431.66904863575337
rmse when k is  11014 431.66904863575337
rmse when k is  11015 431.66904863575337
rmse when k is  11016 431.66904863575337
rmse when k is  11017 431.66904863575337
rmse when k is  11018 431.66904863575337
rmse when k is  11019 431.66904863575337
rmse when k is  11020 431.66904863575337
rmse when k is  11021 431.66904863575337
rmse when k is  11022 431.66904863575337
rmse when k is  11023 431.66904863575337
rmse when k is  11024 431.66904863575337
rmse when k is  11025 431.66904863575337
rmse when k is  11026 431.66904863575337
rmse when k is  11027 431.66904863575337
rmse when k is  11028 431.66904863575337
rmse when k is  11029 431.66904863575337
rmse when k is  11030 431.66904863575337
rmse when k is  11031 431.66904863575337
rmse when k is  11032 431.66904863575337
rmse when k is  11033 431.66904863575337
rmse when k is  11034 431.66904863575337
rmse when k is  11035 431.66904863575337
rmse when k is  11036 431.66904863575337
rmse when k is  11037 431.66904863575337
rmse when k is  11038 431.66904863575337
rmse when k is  11039 431.66904863575337
rmse when k is  11040 431.66904863575337
rmse when k is  11041 431.66904863575337
rmse when k is  11042 431.66904863575337
rmse when k is  11043 431.66904863575337
rmse when k is  11044 431.66904863575337
rmse when k is  11045 431.66904863575337
rmse when k is  11046 431.66904863575337
rmse when k is  11047 431.66904863575337
rmse when k is  11048 431.66904863575337
rmse when k is  11049 431.66904863575337
rmse when k is  11050 431.66904863575337
rmse when k is  11051 431.66904863575337
rmse when k is  11052 431.66904863575337
rmse when k is  11053 431.66904863575337
rmse when k is  11054 431.66904863575337
rmse when k is  11055 431.66904863575337
rmse when k is  11056 431.66904863575337
rmse when k is  11057 431.66904863575337
rmse when k is  11058 431.66904863575337
rmse when k is  11059 431.66904863575337
rmse when k is  11060 431.66904863575337
rmse when k is  11061 431.66904863575337
rmse when k is  11062 431.66904863575337
rmse when k is  11063 431.66904863575337
rmse when k is  11064 431.66904863575337
rmse when k is  11065 431.66904863575337
rmse when k is  11066 431.66904863575337
rmse when k is  11067 431.66904863575337
rmse when k is  11068 431.66904863575337
rmse when k is  11069 431.66904863575337
rmse when k is  11070 431.66904863575337
rmse when k is  11071 431.66904863575337
rmse when k is  11072 431.66904863575337
rmse when k is  11073 431.66904863575337
rmse when k is  11074 431.66904863575337
rmse when k is  11075 431.66904863575337
rmse when k is  11076 431.66904863575337
rmse when k is  11077 431.66904863575337
rmse when k is  11078 431.66904863575337
rmse when k is  11079 431.66904863575337
rmse when k is  11080 431.66904863575337
rmse when k is  11081 431.66904863575337
rmse when k is  11082 431.66904863575337
rmse when k is  11083 431.66904863575337
rmse when k is  11084 431.66904863575337
rmse when k is  11085 431.66904863575337
rmse when k is  11086 431.66904863575337
rmse when k is  11087 431.66904863575337
rmse when k is  11088 431.66904863575337
rmse when k is  11089 431.66904863575337
rmse when k is  11090 431.66904863575337
rmse when k is  11091 431.66904863575337
rmse when k is  11092 431.66904863575337
rmse when k is  11093 431.66904863575337
rmse when k is  11094 431.66904863575337
rmse when k is  11095 431.66904863575337
rmse when k is  11096 431.66904863575337
rmse when k is  11097 431.66904863575337
rmse when k is  11098 431.66904863575337
rmse when k is  11099 431.66904863575337
rmse when k is  11100 431.66904863575337
rmse when k is  11101 431.66904863575337
rmse when k is  11102 431.66904863575337
rmse when k is  11103 431.66904863575337
rmse when k is  11104 431.66904863575337
rmse when k is  11105 431.66904863575337
rmse when k is  11106 431.66904863575337
rmse when k is  11107 431.66904863575337
rmse when k is  11108 431.66904863575337
rmse when k is  11109 431.66904863575337
rmse when k is  11110 431.66904863575337
rmse when k is  11111 431.66904863575337
rmse when k is  11112 431.66904863575337
rmse when k is  11113 431.66904863575337
rmse when k is  11114 431.66904863575337
rmse when k is  11115 431.66904863575337
rmse when k is  11116 431.66904863575337
rmse when k is  11117 431.66904863575337
rmse when k is  11118 431.66904863575337
rmse when k is  11119 431.66904863575337
rmse when k is  11120 431.66904863575337
rmse when k is  11121 431.66904863575337
rmse when k is  11122 431.66904863575337
rmse when k is  11123 431.66904863575337
rmse when k is  11124 431.66904863575337
rmse when k is  11125 431.66904863575337
rmse when k is  11126 431.66904863575337
rmse when k is  11127 431.66904863575337
rmse when k is  11128 431.66904863575337
rmse when k is  11129 431.66904863575337
rmse when k is  11130 431.66904863575337
rmse when k is  11131 431.66904863575337
rmse when k is  11132 431.66904863575337
rmse when k is  11133 431.66904863575337
rmse when k is  11134 431.66904863575337
rmse when k is  11135 431.66904863575337
rmse when k is  11136 431.66904863575337
rmse when k is  11137 431.66904863575337
rmse when k is  11138 431.66904863575337
rmse when k is  11139 431.66904863575337
rmse when k is  11140 431.66904863575337
rmse when k is  11141 431.66904863575337
rmse when k is  11142 431.66904863575337
rmse when k is  11143 431.66904863575337
rmse when k is  11144 431.66904863575337
rmse when k is  11145 431.66904863575337
rmse when k is  11146 431.66904863575337
rmse when k is  11147 431.66904863575337
rmse when k is  11148 431.66904863575337
rmse when k is  11149 431.66904863575337
rmse when k is  11150 431.66904863575337
rmse when k is  11151 431.66904863575337
rmse when k is  11152 431.66904863575337
rmse when k is  11153 431.66904863575337
rmse when k is  11154 431.66904863575337
rmse when k is  11155 431.66904863575337
rmse when k is  11156 431.66904863575337
rmse when k is  11157 431.66904863575337
rmse when k is  11158 431.66904863575337
rmse when k is  11159 431.66904863575337
rmse when k is  11160 431.66904863575337
rmse when k is  11161 431.66904863575337
rmse when k is  11162 431.66904863575337
rmse when k is  11163 431.66904863575337
rmse when k is  11164 431.66904863575337
rmse when k is  11165 431.66904863575337
rmse when k is  11166 431.66904863575337
rmse when k is  11167 431.66904863575337
rmse when k is  11168 431.66904863575337
rmse when k is  11169 431.66904863575337
rmse when k is  11170 431.66904863575337
rmse when k is  11171 431.66904863575337
rmse when k is  11172 431.66904863575337
rmse when k is  11173 431.66904863575337
rmse when k is  11174 431.66904863575337
rmse when k is  11175 431.66904863575337
rmse when k is  11176 431.66904863575337
rmse when k is  11177 431.66904863575337
rmse when k is  11178 431.66904863575337
rmse when k is  11179 431.66904863575337
rmse when k is  11180 431.66904863575337
rmse when k is  11181 431.66904863575337
rmse when k is  11182 431.66904863575337
rmse when k is  11183 431.66904863575337
rmse when k is  11184 431.66904863575337
rmse when k is  11185 431.66904863575337
rmse when k is  11186 431.66904863575337
rmse when k is  11187 431.66904863575337
rmse when k is  11188 431.66904863575337
rmse when k is  11189 431.66904863575337
rmse when k is  11190 431.66904863575337
rmse when k is  11191 431.66904863575337
rmse when k is  11192 431.66904863575337
rmse when k is  11193 431.66904863575337
rmse when k is  11194 431.66904863575337
rmse when k is  11195 431.66904863575337
rmse when k is  11196 431.66904863575337
rmse when k is  11197 431.66904863575337
rmse when k is  11198 431.66904863575337
rmse when k is  11199 431.66904863575337
rmse when k is  11200 431.66904863575337
rmse when k is  11201 431.66904863575337
rmse when k is  11202 431.66904863575337
rmse when k is  11203 431.66904863575337
rmse when k is  11204 431.66904863575337
rmse when k is  11205 431.66904863575337
rmse when k is  11206 431.66904863575337
rmse when k is  11207 431.66904863575337
rmse when k is  11208 431.66904863575337
rmse when k is  11209 431.66904863575337
rmse when k is  11210 431.66904863575337
rmse when k is  11211 431.66904863575337
rmse when k is  11212 431.66904863575337
rmse when k is  11213 431.66904863575337
rmse when k is  11214 431.66904863575337
rmse when k is  11215 431.66904863575337
rmse when k is  11216 431.66904863575337
rmse when k is  11217 431.66904863575337
rmse when k is  11218 431.66904863575337
rmse when k is  11219 431.66904863575337
rmse when k is  11220 431.66904863575337
rmse when k is  11221 431.66904863575337
rmse when k is  11222 431.66904863575337
rmse when k is  11223 431.66904863575337
rmse when k is  11224 431.66904863575337
rmse when k is  11225 431.66904863575337
rmse when k is  11226 431.66904863575337
rmse when k is  11227 431.66904863575337
rmse when k is  11228 431.66904863575337
rmse when k is  11229 431.66904863575337
rmse when k is  11230 431.66904863575337
rmse when k is  11231 431.66904863575337
rmse when k is  11232 431.66904863575337
rmse when k is  11233 431.66904863575337
rmse when k is  11234 431.66904863575337
rmse when k is  11235 431.66904863575337
rmse when k is  11236 431.66904863575337
rmse when k is  11237 431.66904863575337
rmse when k is  11238 431.66904863575337
rmse when k is  11239 431.66904863575337
rmse when k is  11240 431.66904863575337
rmse when k is  11241 431.66904863575337
rmse when k is  11242 431.66904863575337
rmse when k is  11243 431.66904863575337
rmse when k is  11244 431.66904863575337
rmse when k is  11245 431.66904863575337
rmse when k is  11246 431.66904863575337
rmse when k is  11247 431.66904863575337
rmse when k is  11248 431.66904863575337
rmse when k is  11249 431.66904863575337
rmse when k is  11250 431.66904863575337
rmse when k is  11251 431.66904863575337
rmse when k is  11252 431.66904863575337
rmse when k is  11253 431.66904863575337
rmse when k is  11254 431.66904863575337
rmse when k is  11255 431.66904863575337
rmse when k is  11256 431.66904863575337
rmse when k is  11257 431.66904863575337
rmse when k is  11258 431.66904863575337
rmse when k is  11259 431.66904863575337
rmse when k is  11260 431.66904863575337
rmse when k is  11261 431.66904863575337
rmse when k is  11262 431.66904863575337
rmse when k is  11263 431.66904863575337
rmse when k is  11264 431.66904863575337
rmse when k is  11265 431.66904863575337
rmse when k is  11266 431.66904863575337
rmse when k is  11267 431.66904863575337
rmse when k is  11268 431.66904863575337
rmse when k is  11269 431.66904863575337
rmse when k is  11270 431.66904863575337
rmse when k is  11271 431.66904863575337
rmse when k is  11272 431.66904863575337
rmse when k is  11273 431.66904863575337
rmse when k is  11274 431.66904863575337
rmse when k is  11275 431.66904863575337
rmse when k is  11276 431.66904863575337
rmse when k is  11277 431.66904863575337
rmse when k is  11278 431.66904863575337
rmse when k is  11279 431.66904863575337
rmse when k is  11280 431.66904863575337
rmse when k is  11281 431.66904863575337
rmse when k is  11282 431.66904863575337
rmse when k is  11283 431.66904863575337
rmse when k is  11284 431.66904863575337
rmse when k is  11285 431.66904863575337
rmse when k is  11286 431.66904863575337
rmse when k is  11287 431.66904863575337
rmse when k is  11288 431.66904863575337
rmse when k is  11289 431.66904863575337
rmse when k is  11290 431.66904863575337
rmse when k is  11291 431.66904863575337
rmse when k is  11292 431.66904863575337
rmse when k is  11293 431.66904863575337
rmse when k is  11294 431.66904863575337
rmse when k is  11295 431.66904863575337
rmse when k is  11296 431.66904863575337
rmse when k is  11297 431.66904863575337
rmse when k is  11298 431.66904863575337
rmse when k is  11299 431.66904863575337
rmse when k is  11300 431.66904863575337
rmse when k is  11301 431.66904863575337
rmse when k is  11302 431.66904863575337
rmse when k is  11303 431.66904863575337
rmse when k is  11304 431.66904863575337
rmse when k is  11305 431.66904863575337
rmse when k is  11306 431.66904863575337
rmse when k is  11307 431.66904863575337
rmse when k is  11308 431.66904863575337
rmse when k is  11309 431.66904863575337
rmse when k is  11310 431.66904863575337
rmse when k is  11311 431.66904863575337
rmse when k is  11312 431.66904863575337
rmse when k is  11313 431.66904863575337
rmse when k is  11314 431.66904863575337
rmse when k is  11315 431.66904863575337
rmse when k is  11316 431.66904863575337
rmse when k is  11317 431.66904863575337
rmse when k is  11318 431.66904863575337
rmse when k is  11319 431.66904863575337
rmse when k is  11320 431.66904863575337
rmse when k is  11321 431.66904863575337
rmse when k is  11322 431.66904863575337
rmse when k is  11323 431.66904863575337
rmse when k is  11324 431.66904863575337
rmse when k is  11325 431.66904863575337
rmse when k is  11326 431.66904863575337
rmse when k is  11327 431.66904863575337
rmse when k is  11328 431.66904863575337
rmse when k is  11329 431.66904863575337
rmse when k is  11330 431.66904863575337
rmse when k is  11331 431.66904863575337
rmse when k is  11332 431.66904863575337
rmse when k is  11333 431.66904863575337
rmse when k is  11334 431.66904863575337
rmse when k is  11335 431.66904863575337
rmse when k is  11336 431.66904863575337
rmse when k is  11337 431.66904863575337
rmse when k is  11338 431.66904863575337
rmse when k is  11339 431.66904863575337
rmse when k is  11340 431.66904863575337
rmse when k is  11341 431.66904863575337
rmse when k is  11342 431.66904863575337
rmse when k is  11343 431.66904863575337
rmse when k is  11344 431.66904863575337
rmse when k is  11345 431.66904863575337
rmse when k is  11346 431.66904863575337
rmse when k is  11347 431.66904863575337
rmse when k is  11348 431.66904863575337
rmse when k is  11349 431.66904863575337
rmse when k is  11350 431.66904863575337
rmse when k is  11351 431.66904863575337
rmse when k is  11352 431.66904863575337
rmse when k is  11353 431.66904863575337
rmse when k is  11354 431.66904863575337
rmse when k is  11355 431.66904863575337
rmse when k is  11356 431.66904863575337
rmse when k is  11357 431.66904863575337
rmse when k is  11358 431.66904863575337
rmse when k is  11359 431.66904863575337
rmse when k is  11360 431.66904863575337
rmse when k is  11361 431.66904863575337
rmse when k is  11362 431.66904863575337
rmse when k is  11363 431.66904863575337
rmse when k is  11364 431.66904863575337
rmse when k is  11365 431.66904863575337
rmse when k is  11366 431.66904863575337
rmse when k is  11367 431.66904863575337
rmse when k is  11368 431.66904863575337
rmse when k is  11369 431.66904863575337
rmse when k is  11370 431.66904863575337
rmse when k is  11371 431.66904863575337
rmse when k is  11372 431.66904863575337
rmse when k is  11373 431.66904863575337
rmse when k is  11374 431.66904863575337
rmse when k is  11375 431.66904863575337
rmse when k is  11376 431.66904863575337
rmse when k is  11377 431.66904863575337
rmse when k is  11378 431.66904863575337
rmse when k is  11379 431.66904863575337
rmse when k is  11380 431.66904863575337
rmse when k is  11381 431.66904863575337
rmse when k is  11382 431.66904863575337
rmse when k is  11383 431.66904863575337
rmse when k is  11384 431.66904863575337
rmse when k is  11385 431.66904863575337
rmse when k is  11386 431.66904863575337
rmse when k is  11387 431.66904863575337
rmse when k is  11388 431.66904863575337
rmse when k is  11389 431.66904863575337
rmse when k is  11390 431.66904863575337
rmse when k is  11391 431.66904863575337
rmse when k is  11392 431.66904863575337
rmse when k is  11393 431.66904863575337
rmse when k is  11394 431.66904863575337
rmse when k is  11395 431.66904863575337
rmse when k is  11396 431.66904863575337
rmse when k is  11397 431.66904863575337
rmse when k is  11398 431.66904863575337
rmse when k is  11399 431.66904863575337
rmse when k is  11400 431.66904863575337
rmse when k is  11401 431.66904863575337
rmse when k is  11402 431.66904863575337
rmse when k is  11403 431.66904863575337
rmse when k is  11404 431.66904863575337
rmse when k is  11405 431.66904863575337
rmse when k is  11406 431.66904863575337
rmse when k is  11407 431.66904863575337
rmse when k is  11408 431.66904863575337
rmse when k is  11409 431.66904863575337
rmse when k is  11410 431.66904863575337
rmse when k is  11411 431.66904863575337
rmse when k is  11412 431.66904863575337
rmse when k is  11413 431.66904863575337
rmse when k is  11414 431.66904863575337
rmse when k is  11415 431.66904863575337
rmse when k is  11416 431.66904863575337
rmse when k is  11417 431.66904863575337
rmse when k is  11418 431.66904863575337
rmse when k is  11419 431.66904863575337
rmse when k is  11420 431.66904863575337
rmse when k is  11421 431.66904863575337
rmse when k is  11422 431.66904863575337
rmse when k is  11423 431.66904863575337
rmse when k is  11424 431.66904863575337
rmse when k is  11425 431.66904863575337
rmse when k is  11426 431.66904863575337
rmse when k is  11427 431.66904863575337
rmse when k is  11428 431.66904863575337
rmse when k is  11429 431.66904863575337
rmse when k is  11430 431.66904863575337
rmse when k is  11431 431.66904863575337
rmse when k is  11432 431.66904863575337
rmse when k is  11433 431.66904863575337
rmse when k is  11434 431.66904863575337
rmse when k is  11435 431.66904863575337
rmse when k is  11436 431.66904863575337
rmse when k is  11437 431.66904863575337
rmse when k is  11438 431.66904863575337
rmse when k is  11439 431.66904863575337
rmse when k is  11440 431.66904863575337
rmse when k is  11441 431.66904863575337
rmse when k is  11442 431.66904863575337
rmse when k is  11443 431.66904863575337
rmse when k is  11444 431.66904863575337
rmse when k is  11445 431.66904863575337
rmse when k is  11446 431.66904863575337
rmse when k is  11447 431.66904863575337
rmse when k is  11448 431.66904863575337
rmse when k is  11449 431.66904863575337
rmse when k is  11450 431.66904863575337
rmse when k is  11451 431.66904863575337
rmse when k is  11452 431.66904863575337
rmse when k is  11453 431.66904863575337
rmse when k is  11454 431.66904863575337
rmse when k is  11455 431.66904863575337
rmse when k is  11456 431.66904863575337
rmse when k is  11457 431.66904863575337
rmse when k is  11458 431.66904863575337
rmse when k is  11459 431.66904863575337
rmse when k is  11460 431.66904863575337
rmse when k is  11461 431.66904863575337
rmse when k is  11462 431.66904863575337
rmse when k is  11463 431.66904863575337
rmse when k is  11464 431.66904863575337
rmse when k is  11465 431.66904863575337
rmse when k is  11466 431.66904863575337
rmse when k is  11467 431.66904863575337
rmse when k is  11468 431.66904863575337
rmse when k is  11469 431.66904863575337
rmse when k is  11470 431.66904863575337
rmse when k is  11471 431.66904863575337
rmse when k is  11472 431.66904863575337
rmse when k is  11473 431.66904863575337
rmse when k is  11474 431.66904863575337
rmse when k is  11475 431.66904863575337
rmse when k is  11476 431.66904863575337
rmse when k is  11477 431.66904863575337
rmse when k is  11478 431.66904863575337
rmse when k is  11479 431.66904863575337
rmse when k is  11480 431.66904863575337
rmse when k is  11481 431.66904863575337
rmse when k is  11482 431.66904863575337
rmse when k is  11483 431.66904863575337
rmse when k is  11484 431.66904863575337
rmse when k is  11485 431.66904863575337
rmse when k is  11486 431.66904863575337
rmse when k is  11487 431.66904863575337
rmse when k is  11488 431.66904863575337
rmse when k is  11489 431.66904863575337
rmse when k is  11490 431.66904863575337
rmse when k is  11491 431.66904863575337
rmse when k is  11492 431.66904863575337
rmse when k is  11493 431.66904863575337
rmse when k is  11494 431.66904863575337
rmse when k is  11495 431.66904863575337
rmse when k is  11496 431.66904863575337
rmse when k is  11497 431.66904863575337
rmse when k is  11498 431.66904863575337
rmse when k is  11499 431.66904863575337
rmse when k is  11500 431.66904863575337
rmse when k is  11501 431.66904863575337
rmse when k is  11502 431.66904863575337
rmse when k is  11503 431.66904863575337
rmse when k is  11504 431.66904863575337
rmse when k is  11505 431.66904863575337
rmse when k is  11506 431.66904863575337
rmse when k is  11507 431.66904863575337
rmse when k is  11508 431.66904863575337
rmse when k is  11509 431.66904863575337
rmse when k is  11510 431.66904863575337
rmse when k is  11511 431.66904863575337
rmse when k is  11512 431.66904863575337
rmse when k is  11513 431.66904863575337
rmse when k is  11514 431.66904863575337
rmse when k is  11515 431.66904863575337
rmse when k is  11516 431.66904863575337
rmse when k is  11517 431.66904863575337
rmse when k is  11518 431.66904863575337
rmse when k is  11519 431.66904863575337
rmse when k is  11520 431.66904863575337
rmse when k is  11521 431.66904863575337
rmse when k is  11522 431.66904863575337
rmse when k is  11523 431.66904863575337
rmse when k is  11524 431.66904863575337
rmse when k is  11525 431.66904863575337
rmse when k is  11526 431.66904863575337
rmse when k is  11527 431.66904863575337
rmse when k is  11528 431.66904863575337
rmse when k is  11529 431.66904863575337
rmse when k is  11530 431.66904863575337
rmse when k is  11531 431.66904863575337
rmse when k is  11532 431.66904863575337
rmse when k is  11533 431.66904863575337
rmse when k is  11534 431.66904863575337
rmse when k is  11535 431.66904863575337
rmse when k is  11536 431.66904863575337
rmse when k is  11537 431.66904863575337
rmse when k is  11538 431.66904863575337
rmse when k is  11539 431.66904863575337
rmse when k is  11540 431.66904863575337
rmse when k is  11541 431.66904863575337
rmse when k is  11542 431.66904863575337
rmse when k is  11543 431.66904863575337
rmse when k is  11544 431.66904863575337
rmse when k is  11545 431.66904863575337
rmse when k is  11546 431.66904863575337
rmse when k is  11547 431.66904863575337
rmse when k is  11548 431.66904863575337
rmse when k is  11549 431.66904863575337
rmse when k is  11550 431.66904863575337
rmse when k is  11551 431.66904863575337
rmse when k is  11552 431.66904863575337
rmse when k is  11553 431.66904863575337
rmse when k is  11554 431.66904863575337
rmse when k is  11555 431.66904863575337
rmse when k is  11556 431.66904863575337
rmse when k is  11557 431.66904863575337
rmse when k is  11558 431.66904863575337
rmse when k is  11559 431.66904863575337
rmse when k is  11560 431.66904863575337
rmse when k is  11561 431.66904863575337
rmse when k is  11562 431.66904863575337
rmse when k is  11563 431.66904863575337
rmse when k is  11564 431.66904863575337
rmse when k is  11565 431.66904863575337
rmse when k is  11566 431.66904863575337
rmse when k is  11567 431.66904863575337
rmse when k is  11568 431.66904863575337
rmse when k is  11569 431.66904863575337
rmse when k is  11570 431.66904863575337
rmse when k is  11571 431.66904863575337
rmse when k is  11572 431.66904863575337
rmse when k is  11573 431.66904863575337
rmse when k is  11574 431.66904863575337
rmse when k is  11575 431.66904863575337
rmse when k is  11576 431.66904863575337
rmse when k is  11577 431.66904863575337
rmse when k is  11578 431.66904863575337
rmse when k is  11579 431.66904863575337
rmse when k is  11580 431.66904863575337
rmse when k is  11581 431.66904863575337
rmse when k is  11582 431.66904863575337
rmse when k is  11583 431.66904863575337
rmse when k is  11584 431.66904863575337
rmse when k is  11585 431.66904863575337
rmse when k is  11586 431.66904863575337
rmse when k is  11587 431.66904863575337
rmse when k is  11588 431.66904863575337
rmse when k is  11589 431.66904863575337
rmse when k is  11590 431.66904863575337
rmse when k is  11591 431.66904863575337
rmse when k is  11592 431.66904863575337
rmse when k is  11593 431.66904863575337
rmse when k is  11594 431.66904863575337
rmse when k is  11595 431.66904863575337
rmse when k is  11596 431.66904863575337
rmse when k is  11597 431.66904863575337
rmse when k is  11598 431.66904863575337
rmse when k is  11599 431.66904863575337
rmse when k is  11600 431.66904863575337
rmse when k is  11601 431.66904863575337
rmse when k is  11602 431.66904863575337
rmse when k is  11603 431.66904863575337
rmse when k is  11604 431.66904863575337
rmse when k is  11605 431.66904863575337
rmse when k is  11606 431.66904863575337
rmse when k is  11607 431.66904863575337
rmse when k is  11608 431.66904863575337
rmse when k is  11609 431.66904863575337
rmse when k is  11610 431.66904863575337
rmse when k is  11611 431.66904863575337
rmse when k is  11612 431.66904863575337
rmse when k is  11613 431.66904863575337
rmse when k is  11614 431.66904863575337
rmse when k is  11615 431.66904863575337
rmse when k is  11616 431.66904863575337
rmse when k is  11617 431.66904863575337
rmse when k is  11618 431.66904863575337
rmse when k is  11619 431.66904863575337
rmse when k is  11620 431.66904863575337
rmse when k is  11621 431.66904863575337
rmse when k is  11622 431.66904863575337
rmse when k is  11623 431.66904863575337
rmse when k is  11624 431.66904863575337
rmse when k is  11625 431.66904863575337
rmse when k is  11626 431.66904863575337
rmse when k is  11627 431.66904863575337
rmse when k is  11628 431.66904863575337
rmse when k is  11629 431.66904863575337
rmse when k is  11630 431.66904863575337
rmse when k is  11631 431.66904863575337
rmse when k is  11632 431.66904863575337
rmse when k is  11633 431.66904863575337
rmse when k is  11634 431.66904863575337
rmse when k is  11635 431.66904863575337
rmse when k is  11636 431.66904863575337
rmse when k is  11637 431.66904863575337
rmse when k is  11638 431.66904863575337
rmse when k is  11639 431.66904863575337
rmse when k is  11640 431.66904863575337
rmse when k is  11641 431.66904863575337
rmse when k is  11642 431.66904863575337
rmse when k is  11643 431.66904863575337
rmse when k is  11644 431.66904863575337
rmse when k is  11645 431.66904863575337
rmse when k is  11646 431.66904863575337
rmse when k is  11647 431.66904863575337
rmse when k is  11648 431.66904863575337
rmse when k is  11649 431.66904863575337
rmse when k is  11650 431.66904863575337
rmse when k is  11651 431.66904863575337
rmse when k is  11652 431.66904863575337
rmse when k is  11653 431.66904863575337
rmse when k is  11654 431.66904863575337
rmse when k is  11655 431.66904863575337
rmse when k is  11656 431.66904863575337
rmse when k is  11657 431.66904863575337
rmse when k is  11658 431.66904863575337
rmse when k is  11659 431.66904863575337
rmse when k is  11660 431.66904863575337
rmse when k is  11661 431.66904863575337
rmse when k is  11662 431.66904863575337
rmse when k is  11663 431.66904863575337
rmse when k is  11664 431.66904863575337
rmse when k is  11665 431.66904863575337
rmse when k is  11666 431.66904863575337
rmse when k is  11667 431.66904863575337
rmse when k is  11668 431.66904863575337
rmse when k is  11669 431.66904863575337
rmse when k is  11670 431.66904863575337
rmse when k is  11671 431.66904863575337
rmse when k is  11672 431.66904863575337
rmse when k is  11673 431.66904863575337
rmse when k is  11674 431.66904863575337
rmse when k is  11675 431.66904863575337
rmse when k is  11676 431.66904863575337
rmse when k is  11677 431.66904863575337
rmse when k is  11678 431.66904863575337
rmse when k is  11679 431.66904863575337
rmse when k is  11680 431.66904863575337
rmse when k is  11681 431.66904863575337
rmse when k is  11682 431.66904863575337
rmse when k is  11683 431.66904863575337
rmse when k is  11684 431.66904863575337
rmse when k is  11685 431.66904863575337
rmse when k is  11686 431.66904863575337
rmse when k is  11687 431.66904863575337
rmse when k is  11688 431.66904863575337
rmse when k is  11689 431.66904863575337
rmse when k is  11690 431.66904863575337
rmse when k is  11691 431.66904863575337
rmse when k is  11692 431.66904863575337
rmse when k is  11693 431.66904863575337
rmse when k is  11694 431.66904863575337
rmse when k is  11695 431.66904863575337
rmse when k is  11696 431.66904863575337
rmse when k is  11697 431.66904863575337
rmse when k is  11698 431.66904863575337
rmse when k is  11699 431.66904863575337
rmse when k is  11700 431.66904863575337
rmse when k is  11701 431.66904863575337
rmse when k is  11702 431.66904863575337
rmse when k is  11703 431.66904863575337
rmse when k is  11704 431.66904863575337
rmse when k is  11705 431.66904863575337
rmse when k is  11706 431.66904863575337
rmse when k is  11707 431.66904863575337
rmse when k is  11708 431.66904863575337
rmse when k is  11709 431.66904863575337
rmse when k is  11710 431.66904863575337
rmse when k is  11711 431.66904863575337
rmse when k is  11712 431.66904863575337
rmse when k is  11713 431.66904863575337
rmse when k is  11714 431.66904863575337
rmse when k is  11715 431.66904863575337
rmse when k is  11716 431.66904863575337
rmse when k is  11717 431.66904863575337
rmse when k is  11718 431.66904863575337
rmse when k is  11719 431.66904863575337
rmse when k is  11720 431.66904863575337
rmse when k is  11721 431.66904863575337
rmse when k is  11722 431.66904863575337
rmse when k is  11723 431.66904863575337
rmse when k is  11724 431.66904863575337
rmse when k is  11725 431.66904863575337
rmse when k is  11726 431.66904863575337
rmse when k is  11727 431.66904863575337
rmse when k is  11728 431.66904863575337
rmse when k is  11729 431.66904863575337
rmse when k is  11730 431.66904863575337
rmse when k is  11731 431.66904863575337
rmse when k is  11732 431.66904863575337
rmse when k is  11733 431.66904863575337
rmse when k is  11734 431.66904863575337
rmse when k is  11735 431.66904863575337
rmse when k is  11736 431.66904863575337
rmse when k is  11737 431.66904863575337
rmse when k is  11738 431.66904863575337
rmse when k is  11739 431.66904863575337
rmse when k is  11740 431.66904863575337
rmse when k is  11741 431.66904863575337
rmse when k is  11742 431.66904863575337
rmse when k is  11743 431.66904863575337
rmse when k is  11744 431.66904863575337
rmse when k is  11745 431.66904863575337
rmse when k is  11746 431.66904863575337
rmse when k is  11747 431.66904863575337
rmse when k is  11748 431.66904863575337
rmse when k is  11749 431.66904863575337
rmse when k is  11750 431.66904863575337
rmse when k is  11751 431.66904863575337
rmse when k is  11752 431.66904863575337
rmse when k is  11753 431.66904863575337
rmse when k is  11754 431.66904863575337
rmse when k is  11755 431.66904863575337
rmse when k is  11756 431.66904863575337
rmse when k is  11757 431.66904863575337
rmse when k is  11758 431.66904863575337
rmse when k is  11759 431.66904863575337
rmse when k is  11760 431.66904863575337
rmse when k is  11761 431.66904863575337
rmse when k is  11762 431.66904863575337
rmse when k is  11763 431.66904863575337
rmse when k is  11764 431.66904863575337
rmse when k is  11765 431.66904863575337
rmse when k is  11766 431.66904863575337
rmse when k is  11767 431.66904863575337
rmse when k is  11768 431.66904863575337
rmse when k is  11769 431.66904863575337
rmse when k is  11770 431.66904863575337
rmse when k is  11771 431.66904863575337
rmse when k is  11772 431.66904863575337
rmse when k is  11773 431.66904863575337
rmse when k is  11774 431.66904863575337
rmse when k is  11775 431.66904863575337
rmse when k is  11776 431.66904863575337
rmse when k is  11777 431.66904863575337
rmse when k is  11778 431.66904863575337
rmse when k is  11779 431.66904863575337
rmse when k is  11780 431.66904863575337
rmse when k is  11781 431.66904863575337
rmse when k is  11782 431.66904863575337
rmse when k is  11783 431.66904863575337
rmse when k is  11784 431.66904863575337
rmse when k is  11785 431.66904863575337
rmse when k is  11786 431.66904863575337
rmse when k is  11787 431.66904863575337
rmse when k is  11788 431.66904863575337
rmse when k is  11789 431.66904863575337
rmse when k is  11790 431.66904863575337
rmse when k is  11791 431.66904863575337
rmse when k is  11792 431.66904863575337
rmse when k is  11793 431.66904863575337
rmse when k is  11794 431.66904863575337
rmse when k is  11795 431.66904863575337
rmse when k is  11796 431.66904863575337
rmse when k is  11797 431.66904863575337
rmse when k is  11798 431.66904863575337
rmse when k is  11799 431.66904863575337
rmse when k is  11800 431.66904863575337
rmse when k is  11801 431.66904863575337
rmse when k is  11802 431.66904863575337
rmse when k is  11803 431.66904863575337
rmse when k is  11804 431.66904863575337
rmse when k is  11805 431.66904863575337
rmse when k is  11806 431.66904863575337
rmse when k is  11807 431.66904863575337
rmse when k is  11808 431.66904863575337
rmse when k is  11809 431.66904863575337
rmse when k is  11810 431.66904863575337
rmse when k is  11811 431.66904863575337
rmse when k is  11812 431.66904863575337
rmse when k is  11813 431.66904863575337
rmse when k is  11814 431.66904863575337
rmse when k is  11815 431.66904863575337
rmse when k is  11816 431.66904863575337
rmse when k is  11817 431.66904863575337
rmse when k is  11818 431.66904863575337
rmse when k is  11819 431.66904863575337
rmse when k is  11820 431.66904863575337
rmse when k is  11821 431.66904863575337
rmse when k is  11822 431.66904863575337
rmse when k is  11823 431.66904863575337
rmse when k is  11824 431.66904863575337
rmse when k is  11825 431.66904863575337
rmse when k is  11826 431.66904863575337
rmse when k is  11827 431.66904863575337
rmse when k is  11828 431.66904863575337
rmse when k is  11829 431.66904863575337
rmse when k is  11830 431.66904863575337
rmse when k is  11831 431.66904863575337
rmse when k is  11832 431.66904863575337
rmse when k is  11833 431.66904863575337
rmse when k is  11834 431.66904863575337
rmse when k is  11835 431.66904863575337
rmse when k is  11836 431.66904863575337
rmse when k is  11837 431.66904863575337
rmse when k is  11838 431.66904863575337
rmse when k is  11839 431.66904863575337
rmse when k is  11840 431.66904863575337
rmse when k is  11841 431.66904863575337
rmse when k is  11842 431.66904863575337
rmse when k is  11843 431.66904863575337
rmse when k is  11844 431.66904863575337
rmse when k is  11845 431.66904863575337
rmse when k is  11846 431.66904863575337
rmse when k is  11847 431.66904863575337
rmse when k is  11848 431.66904863575337
rmse when k is  11849 431.66904863575337
rmse when k is  11850 431.66904863575337
rmse when k is  11851 431.66904863575337
rmse when k is  11852 431.66904863575337
rmse when k is  11853 431.66904863575337
rmse when k is  11854 431.66904863575337
rmse when k is  11855 431.66904863575337
rmse when k is  11856 431.66904863575337
rmse when k is  11857 431.66904863575337
rmse when k is  11858 431.66904863575337
rmse when k is  11859 431.66904863575337
rmse when k is  11860 431.66904863575337
rmse when k is  11861 431.66904863575337
rmse when k is  11862 431.66904863575337
rmse when k is  11863 431.66904863575337
rmse when k is  11864 431.66904863575337
rmse when k is  11865 431.66904863575337
rmse when k is  11866 431.66904863575337
rmse when k is  11867 431.66904863575337
rmse when k is  11868 431.66904863575337
rmse when k is  11869 431.66904863575337
rmse when k is  11870 431.66904863575337
rmse when k is  11871 431.66904863575337
rmse when k is  11872 431.66904863575337
rmse when k is  11873 431.66904863575337
rmse when k is  11874 431.66904863575337
rmse when k is  11875 431.66904863575337
rmse when k is  11876 431.66904863575337
rmse when k is  11877 431.66904863575337
rmse when k is  11878 431.66904863575337
rmse when k is  11879 431.66904863575337
rmse when k is  11880 431.66904863575337
rmse when k is  11881 431.66904863575337
rmse when k is  11882 431.66904863575337
rmse when k is  11883 431.66904863575337
rmse when k is  11884 431.66904863575337
rmse when k is  11885 431.66904863575337
rmse when k is  11886 431.66904863575337
rmse when k is  11887 431.66904863575337
rmse when k is  11888 431.66904863575337
rmse when k is  11889 431.66904863575337
rmse when k is  11890 431.66904863575337
rmse when k is  11891 431.66904863575337
rmse when k is  11892 431.66904863575337
rmse when k is  11893 431.66904863575337
rmse when k is  11894 431.66904863575337
rmse when k is  11895 431.66904863575337
rmse when k is  11896 431.66904863575337
rmse when k is  11897 431.66904863575337
rmse when k is  11898 431.66904863575337
rmse when k is  11899 431.66904863575337
rmse when k is  11900 431.66904863575337
rmse when k is  11901 431.66904863575337
rmse when k is  11902 431.66904863575337
rmse when k is  11903 431.66904863575337
rmse when k is  11904 431.66904863575337
rmse when k is  11905 431.66904863575337
rmse when k is  11906 431.66904863575337
rmse when k is  11907 431.66904863575337
rmse when k is  11908 431.66904863575337
rmse when k is  11909 431.66904863575337
rmse when k is  11910 431.66904863575337
rmse when k is  11911 431.66904863575337
rmse when k is  11912 431.66904863575337
rmse when k is  11913 431.66904863575337
rmse when k is  11914 431.66904863575337
rmse when k is  11915 431.66904863575337
rmse when k is  11916 431.66904863575337
rmse when k is  11917 431.66904863575337
rmse when k is  11918 431.66904863575337
rmse when k is  11919 431.66904863575337
rmse when k is  11920 431.66904863575337
rmse when k is  11921 431.66904863575337
rmse when k is  11922 431.66904863575337
rmse when k is  11923 431.66904863575337
rmse when k is  11924 431.66904863575337
rmse when k is  11925 431.66904863575337
rmse when k is  11926 431.66904863575337
rmse when k is  11927 431.66904863575337
rmse when k is  11928 431.66904863575337
rmse when k is  11929 431.66904863575337
rmse when k is  11930 431.66904863575337
rmse when k is  11931 431.66904863575337
rmse when k is  11932 431.66904863575337
rmse when k is  11933 431.66904863575337
rmse when k is  11934 431.66904863575337
rmse when k is  11935 431.66904863575337
rmse when k is  11936 431.66904863575337
rmse when k is  11937 431.66904863575337
rmse when k is  11938 431.66904863575337
rmse when k is  11939 431.66904863575337
rmse when k is  11940 431.66904863575337
rmse when k is  11941 431.66904863575337
rmse when k is  11942 431.66904863575337
rmse when k is  11943 431.66904863575337
rmse when k is  11944 431.66904863575337
rmse when k is  11945 431.66904863575337
rmse when k is  11946 431.66904863575337
rmse when k is  11947 431.66904863575337
rmse when k is  11948 431.66904863575337
rmse when k is  11949 431.66904863575337
rmse when k is  11950 431.66904863575337
rmse when k is  11951 431.66904863575337
rmse when k is  11952 431.66904863575337
rmse when k is  11953 431.66904863575337
rmse when k is  11954 431.66904863575337
rmse when k is  11955 431.66904863575337
rmse when k is  11956 431.66904863575337
rmse when k is  11957 431.66904863575337
rmse when k is  11958 431.66904863575337
rmse when k is  11959 431.66904863575337
rmse when k is  11960 431.66904863575337
rmse when k is  11961 431.66904863575337
rmse when k is  11962 431.66904863575337
rmse when k is  11963 431.66904863575337
rmse when k is  11964 431.66904863575337
rmse when k is  11965 431.66904863575337
rmse when k is  11966 431.66904863575337
rmse when k is  11967 431.66904863575337
rmse when k is  11968 431.66904863575337
rmse when k is  11969 431.66904863575337
rmse when k is  11970 431.66904863575337
rmse when k is  11971 431.66904863575337
rmse when k is  11972 431.66904863575337
rmse when k is  11973 431.66904863575337
rmse when k is  11974 431.66904863575337
rmse when k is  11975 431.66904863575337
rmse when k is  11976 431.66904863575337
rmse when k is  11977 431.66904863575337
rmse when k is  11978 431.66904863575337
rmse when k is  11979 431.66904863575337
rmse when k is  11980 431.66904863575337
rmse when k is  11981 431.66904863575337
rmse when k is  11982 431.66904863575337
rmse when k is  11983 431.66904863575337
rmse when k is  11984 431.66904863575337
rmse when k is  11985 431.66904863575337
rmse when k is  11986 431.66904863575337
rmse when k is  11987 431.66904863575337
rmse when k is  11988 431.66904863575337
rmse when k is  11989 431.66904863575337
rmse when k is  11990 431.66904863575337
rmse when k is  11991 431.66904863575337
rmse when k is  11992 431.66904863575337
rmse when k is  11993 431.66904863575337
rmse when k is  11994 431.66904863575337
rmse when k is  11995 431.66904863575337
rmse when k is  11996 431.66904863575337
rmse when k is  11997 431.66904863575337
rmse when k is  11998 431.66904863575337
rmse when k is  11999 431.66904863575337
rmse when k is  12000 431.66904863575337
rmse when k is  12001 431.66904863575337
rmse when k is  12002 431.66904863575337
rmse when k is  12003 431.66904863575337
rmse when k is  12004 431.66904863575337
rmse when k is  12005 431.66904863575337
rmse when k is  12006 431.66904863575337
rmse when k is  12007 431.66904863575337
rmse when k is  12008 431.66904863575337
rmse when k is  12009 431.66904863575337
rmse when k is  12010 431.66904863575337
rmse when k is  12011 431.66904863575337
rmse when k is  12012 431.66904863575337
rmse when k is  12013 431.66904863575337
rmse when k is  12014 431.66904863575337
rmse when k is  12015 431.66904863575337
rmse when k is  12016 431.66904863575337
rmse when k is  12017 431.66904863575337
rmse when k is  12018 431.66904863575337
rmse when k is  12019 431.66904863575337
rmse when k is  12020 431.66904863575337
rmse when k is  12021 431.66904863575337
rmse when k is  12022 431.66904863575337
rmse when k is  12023 431.66904863575337
rmse when k is  12024 431.66904863575337
rmse when k is  12025 431.66904863575337
rmse when k is  12026 431.66904863575337
rmse when k is  12027 431.66904863575337
rmse when k is  12028 431.66904863575337
rmse when k is  12029 431.66904863575337
rmse when k is  12030 431.66904863575337
rmse when k is  12031 431.66904863575337
rmse when k is  12032 431.66904863575337
rmse when k is  12033 431.66904863575337
rmse when k is  12034 431.66904863575337
rmse when k is  12035 431.66904863575337
rmse when k is  12036 431.66904863575337
rmse when k is  12037 431.66904863575337
rmse when k is  12038 431.66904863575337
rmse when k is  12039 431.66904863575337
rmse when k is  12040 431.66904863575337
rmse when k is  12041 431.66904863575337
rmse when k is  12042 431.66904863575337
rmse when k is  12043 431.66904863575337
rmse when k is  12044 431.66904863575337
rmse when k is  12045 431.66904863575337
rmse when k is  12046 431.66904863575337
rmse when k is  12047 431.66904863575337
rmse when k is  12048 431.66904863575337
rmse when k is  12049 431.66904863575337
rmse when k is  12050 431.66904863575337
rmse when k is  12051 431.66904863575337
rmse when k is  12052 431.66904863575337
rmse when k is  12053 431.66904863575337
rmse when k is  12054 431.66904863575337
rmse when k is  12055 431.66904863575337
rmse when k is  12056 431.66904863575337
rmse when k is  12057 431.66904863575337
rmse when k is  12058 431.66904863575337
rmse when k is  12059 431.66904863575337
rmse when k is  12060 431.66904863575337
rmse when k is  12061 431.66904863575337
rmse when k is  12062 431.66904863575337
rmse when k is  12063 431.66904863575337
rmse when k is  12064 431.66904863575337
rmse when k is  12065 431.66904863575337
rmse when k is  12066 431.66904863575337
rmse when k is  12067 431.66904863575337
rmse when k is  12068 431.66904863575337
rmse when k is  12069 431.66904863575337
rmse when k is  12070 431.66904863575337
rmse when k is  12071 431.66904863575337
rmse when k is  12072 431.66904863575337
rmse when k is  12073 431.66904863575337
rmse when k is  12074 431.66904863575337
rmse when k is  12075 431.66904863575337
rmse when k is  12076 431.66904863575337
rmse when k is  12077 431.66904863575337
rmse when k is  12078 431.66904863575337
rmse when k is  12079 431.66904863575337
rmse when k is  12080 431.66904863575337
rmse when k is  12081 431.66904863575337
rmse when k is  12082 431.66904863575337
rmse when k is  12083 431.66904863575337
rmse when k is  12084 431.66904863575337
rmse when k is  12085 431.66904863575337
rmse when k is  12086 431.66904863575337
rmse when k is  12087 431.66904863575337
rmse when k is  12088 431.66904863575337
rmse when k is  12089 431.66904863575337
rmse when k is  12090 431.66904863575337
rmse when k is  12091 431.66904863575337
rmse when k is  12092 431.66904863575337
rmse when k is  12093 431.66904863575337
rmse when k is  12094 431.66904863575337
rmse when k is  12095 431.66904863575337
rmse when k is  12096 431.66904863575337
rmse when k is  12097 431.66904863575337
rmse when k is  12098 431.66904863575337
rmse when k is  12099 431.66904863575337
rmse when k is  12100 431.66904863575337
rmse when k is  12101 431.66904863575337
rmse when k is  12102 431.66904863575337
rmse when k is  12103 431.66904863575337
rmse when k is  12104 431.66904863575337
rmse when k is  12105 431.66904863575337
rmse when k is  12106 431.66904863575337
rmse when k is  12107 431.66904863575337
rmse when k is  12108 431.66904863575337
rmse when k is  12109 431.66904863575337
rmse when k is  12110 431.66904863575337
rmse when k is  12111 431.66904863575337
rmse when k is  12112 431.66904863575337
rmse when k is  12113 431.66904863575337
rmse when k is  12114 431.66904863575337
rmse when k is  12115 431.66904863575337
rmse when k is  12116 431.66904863575337
rmse when k is  12117 431.66904863575337
rmse when k is  12118 431.66904863575337
rmse when k is  12119 431.66904863575337
rmse when k is  12120 431.66904863575337
rmse when k is  12121 431.66904863575337
rmse when k is  12122 431.66904863575337
rmse when k is  12123 431.66904863575337
rmse when k is  12124 431.66904863575337
rmse when k is  12125 431.66904863575337
rmse when k is  12126 431.66904863575337
rmse when k is  12127 431.66904863575337
rmse when k is  12128 431.66904863575337
rmse when k is  12129 431.66904863575337
rmse when k is  12130 431.66904863575337
rmse when k is  12131 431.66904863575337
rmse when k is  12132 431.66904863575337
rmse when k is  12133 431.66904863575337
rmse when k is  12134 431.66904863575337
rmse when k is  12135 431.66904863575337
rmse when k is  12136 431.66904863575337
rmse when k is  12137 431.66904863575337
rmse when k is  12138 431.66904863575337
rmse when k is  12139 431.66904863575337
rmse when k is  12140 431.66904863575337
rmse when k is  12141 431.66904863575337
rmse when k is  12142 431.66904863575337
rmse when k is  12143 431.66904863575337
rmse when k is  12144 431.66904863575337
rmse when k is  12145 431.66904863575337
rmse when k is  12146 431.66904863575337
rmse when k is  12147 431.66904863575337
rmse when k is  12148 431.66904863575337
rmse when k is  12149 431.66904863575337
rmse when k is  12150 431.66904863575337
rmse when k is  12151 431.66904863575337
rmse when k is  12152 431.66904863575337
rmse when k is  12153 431.66904863575337
rmse when k is  12154 431.66904863575337
rmse when k is  12155 431.66904863575337
rmse when k is  12156 431.66904863575337
rmse when k is  12157 431.66904863575337
rmse when k is  12158 431.66904863575337
rmse when k is  12159 431.66904863575337
rmse when k is  12160 431.66904863575337
rmse when k is  12161 431.66904863575337
rmse when k is  12162 431.66904863575337
rmse when k is  12163 431.66904863575337
rmse when k is  12164 431.66904863575337
rmse when k is  12165 431.66904863575337
rmse when k is  12166 431.66904863575337
rmse when k is  12167 431.66904863575337
rmse when k is  12168 431.66904863575337
rmse when k is  12169 431.66904863575337
rmse when k is  12170 431.66904863575337
rmse when k is  12171 431.66904863575337
rmse when k is  12172 431.66904863575337
rmse when k is  12173 431.66904863575337
rmse when k is  12174 431.66904863575337
rmse when k is  12175 431.66904863575337
rmse when k is  12176 431.66904863575337
rmse when k is  12177 431.66904863575337
rmse when k is  12178 431.66904863575337
rmse when k is  12179 431.66904863575337
rmse when k is  12180 431.66904863575337
rmse when k is  12181 431.66904863575337
rmse when k is  12182 431.66904863575337
rmse when k is  12183 431.66904863575337
rmse when k is  12184 431.66904863575337
rmse when k is  12185 431.66904863575337
rmse when k is  12186 431.66904863575337
rmse when k is  12187 431.66904863575337
rmse when k is  12188 431.66904863575337
rmse when k is  12189 431.66904863575337
rmse when k is  12190 431.66904863575337
rmse when k is  12191 431.66904863575337
rmse when k is  12192 431.66904863575337
rmse when k is  12193 431.66904863575337
rmse when k is  12194 431.66904863575337
rmse when k is  12195 431.66904863575337
rmse when k is  12196 431.66904863575337
rmse when k is  12197 431.66904863575337
rmse when k is  12198 431.66904863575337
rmse when k is  12199 431.66904863575337
rmse when k is  12200 431.66904863575337
rmse when k is  12201 431.66904863575337
rmse when k is  12202 431.66904863575337
rmse when k is  12203 431.66904863575337
rmse when k is  12204 431.66904863575337
rmse when k is  12205 431.66904863575337
rmse when k is  12206 431.66904863575337
rmse when k is  12207 431.66904863575337
rmse when k is  12208 431.66904863575337
rmse when k is  12209 431.66904863575337
rmse when k is  12210 431.66904863575337
rmse when k is  12211 431.66904863575337
rmse when k is  12212 431.66904863575337
rmse when k is  12213 431.66904863575337
rmse when k is  12214 431.66904863575337
rmse when k is  12215 431.66904863575337
rmse when k is  12216 431.66904863575337
rmse when k is  12217 431.66904863575337
rmse when k is  12218 431.66904863575337
rmse when k is  12219 431.66904863575337
rmse when k is  12220 431.66904863575337
rmse when k is  12221 431.66904863575337
rmse when k is  12222 431.66904863575337
rmse when k is  12223 431.66904863575337
rmse when k is  12224 431.66904863575337
rmse when k is  12225 431.66904863575337
rmse when k is  12226 431.66904863575337
rmse when k is  12227 431.66904863575337
rmse when k is  12228 431.66904863575337
rmse when k is  12229 431.66904863575337
rmse when k is  12230 431.66904863575337
rmse when k is  12231 431.66904863575337
rmse when k is  12232 431.66904863575337
rmse when k is  12233 431.66904863575337
rmse when k is  12234 431.66904863575337
rmse when k is  12235 431.66904863575337
rmse when k is  12236 431.66904863575337
rmse when k is  12237 431.66904863575337
rmse when k is  12238 431.66904863575337
rmse when k is  12239 431.66904863575337
rmse when k is  12240 431.66904863575337
rmse when k is  12241 431.66904863575337
rmse when k is  12242 431.66904863575337
rmse when k is  12243 431.66904863575337
rmse when k is  12244 431.66904863575337
rmse when k is  12245 431.66904863575337
rmse when k is  12246 431.66904863575337
rmse when k is  12247 431.66904863575337
rmse when k is  12248 431.66904863575337
rmse when k is  12249 431.66904863575337
rmse when k is  12250 431.66904863575337
rmse when k is  12251 431.66904863575337
rmse when k is  12252 431.66904863575337
rmse when k is  12253 431.66904863575337
rmse when k is  12254 431.66904863575337
rmse when k is  12255 431.66904863575337
rmse when k is  12256 431.66904863575337
rmse when k is  12257 431.66904863575337
rmse when k is  12258 431.66904863575337
rmse when k is  12259 431.66904863575337
rmse when k is  12260 431.66904863575337
rmse when k is  12261 431.66904863575337
rmse when k is  12262 431.66904863575337
rmse when k is  12263 431.66904863575337
rmse when k is  12264 431.66904863575337
rmse when k is  12265 431.66904863575337
rmse when k is  12266 431.66904863575337
rmse when k is  12267 431.66904863575337
rmse when k is  12268 431.66904863575337
rmse when k is  12269 431.66904863575337
rmse when k is  12270 431.66904863575337
rmse when k is  12271 431.66904863575337
rmse when k is  12272 431.66904863575337
rmse when k is  12273 431.66904863575337
rmse when k is  12274 431.66904863575337
rmse when k is  12275 431.66904863575337
rmse when k is  12276 431.66904863575337
rmse when k is  12277 431.66904863575337
rmse when k is  12278 431.66904863575337
rmse when k is  12279 431.66904863575337
rmse when k is  12280 431.66904863575337
rmse when k is  12281 431.66904863575337
rmse when k is  12282 431.66904863575337
rmse when k is  12283 431.66904863575337
rmse when k is  12284 431.66904863575337
rmse when k is  12285 431.66904863575337
rmse when k is  12286 431.66904863575337
rmse when k is  12287 431.66904863575337
rmse when k is  12288 431.66904863575337
rmse when k is  12289 431.66904863575337
rmse when k is  12290 431.66904863575337
rmse when k is  12291 431.66904863575337
rmse when k is  12292 431.66904863575337
rmse when k is  12293 431.66904863575337
rmse when k is  12294 431.66904863575337
rmse when k is  12295 431.66904863575337
rmse when k is  12296 431.66904863575337
rmse when k is  12297 431.66904863575337
rmse when k is  12298 431.66904863575337
rmse when k is  12299 431.66904863575337
rmse when k is  12300 431.66904863575337
rmse when k is  12301 431.66904863575337
rmse when k is  12302 431.66904863575337
rmse when k is  12303 431.66904863575337
rmse when k is  12304 431.66904863575337
rmse when k is  12305 431.66904863575337
rmse when k is  12306 431.66904863575337
rmse when k is  12307 431.66904863575337
rmse when k is  12308 431.66904863575337
rmse when k is  12309 431.66904863575337
rmse when k is  12310 431.66904863575337
rmse when k is  12311 431.66904863575337
rmse when k is  12312 431.66904863575337
rmse when k is  12313 431.66904863575337
rmse when k is  12314 431.66904863575337
rmse when k is  12315 431.66904863575337
rmse when k is  12316 431.66904863575337
rmse when k is  12317 431.66904863575337
rmse when k is  12318 431.66904863575337
rmse when k is  12319 431.66904863575337
rmse when k is  12320 431.66904863575337
rmse when k is  12321 431.66904863575337
rmse when k is  12322 431.66904863575337
rmse when k is  12323 431.66904863575337
rmse when k is  12324 431.66904863575337
rmse when k is  12325 431.66904863575337
rmse when k is  12326 431.66904863575337
rmse when k is  12327 431.66904863575337
rmse when k is  12328 431.66904863575337
rmse when k is  12329 431.66904863575337
rmse when k is  12330 431.66904863575337
rmse when k is  12331 431.66904863575337
rmse when k is  12332 431.66904863575337
rmse when k is  12333 431.66904863575337
rmse when k is  12334 431.66904863575337
rmse when k is  12335 431.66904863575337
rmse when k is  12336 431.66904863575337
rmse when k is  12337 431.66904863575337
rmse when k is  12338 431.66904863575337
rmse when k is  12339 431.66904863575337
rmse when k is  12340 431.66904863575337
rmse when k is  12341 431.66904863575337
rmse when k is  12342 431.66904863575337
rmse when k is  12343 431.66904863575337
rmse when k is  12344 431.66904863575337
rmse when k is  12345 431.66904863575337
rmse when k is  12346 431.66904863575337
rmse when k is  12347 431.66904863575337
rmse when k is  12348 431.66904863575337
rmse when k is  12349 431.66904863575337
rmse when k is  12350 431.66904863575337
rmse when k is  12351 431.66904863575337
rmse when k is  12352 431.66904863575337
rmse when k is  12353 431.66904863575337
rmse when k is  12354 431.66904863575337
rmse when k is  12355 431.66904863575337
rmse when k is  12356 431.66904863575337
rmse when k is  12357 431.66904863575337
rmse when k is  12358 431.66904863575337
rmse when k is  12359 431.66904863575337
rmse when k is  12360 431.66904863575337
rmse when k is  12361 431.66904863575337
rmse when k is  12362 431.66904863575337
rmse when k is  12363 431.66904863575337
rmse when k is  12364 431.66904863575337
rmse when k is  12365 431.66904863575337
rmse when k is  12366 431.66904863575337
rmse when k is  12367 431.66904863575337
rmse when k is  12368 431.66904863575337
rmse when k is  12369 431.66904863575337
rmse when k is  12370 431.66904863575337
rmse when k is  12371 431.66904863575337
rmse when k is  12372 431.66904863575337
rmse when k is  12373 431.66904863575337
rmse when k is  12374 431.66904863575337
rmse when k is  12375 431.66904863575337
rmse when k is  12376 431.66904863575337
rmse when k is  12377 431.66904863575337
rmse when k is  12378 431.66904863575337
rmse when k is  12379 431.66904863575337
rmse when k is  12380 431.66904863575337
rmse when k is  12381 431.66904863575337
rmse when k is  12382 431.66904863575337
rmse when k is  12383 431.66904863575337
rmse when k is  12384 431.66904863575337
rmse when k is  12385 431.66904863575337
rmse when k is  12386 431.66904863575337
rmse when k is  12387 431.66904863575337
rmse when k is  12388 431.66904863575337
rmse when k is  12389 431.66904863575337
rmse when k is  12390 431.66904863575337
rmse when k is  12391 431.66904863575337
rmse when k is  12392 431.66904863575337
rmse when k is  12393 431.66904863575337
rmse when k is  12394 431.66904863575337
rmse when k is  12395 431.66904863575337
rmse when k is  12396 431.66904863575337
rmse when k is  12397 431.66904863575337
rmse when k is  12398 431.66904863575337
rmse when k is  12399 431.66904863575337
rmse when k is  12400 431.66904863575337
rmse when k is  12401 431.66904863575337
rmse when k is  12402 431.66904863575337
rmse when k is  12403 431.66904863575337
rmse when k is  12404 431.66904863575337
rmse when k is  12405 431.66904863575337
rmse when k is  12406 431.66904863575337
rmse when k is  12407 431.66904863575337
rmse when k is  12408 431.66904863575337
rmse when k is  12409 431.66904863575337
rmse when k is  12410 431.66904863575337
rmse when k is  12411 431.66904863575337
rmse when k is  12412 431.66904863575337
rmse when k is  12413 431.66904863575337
rmse when k is  12414 431.66904863575337
rmse when k is  12415 431.66904863575337
rmse when k is  12416 431.66904863575337
rmse when k is  12417 431.66904863575337
rmse when k is  12418 431.66904863575337
rmse when k is  12419 431.66904863575337
rmse when k is  12420 431.66904863575337
rmse when k is  12421 431.66904863575337
rmse when k is  12422 431.66904863575337
rmse when k is  12423 431.66904863575337
rmse when k is  12424 431.66904863575337
rmse when k is  12425 431.66904863575337
rmse when k is  12426 431.66904863575337
rmse when k is  12427 431.66904863575337
rmse when k is  12428 431.66904863575337
rmse when k is  12429 431.66904863575337
rmse when k is  12430 431.66904863575337
rmse when k is  12431 431.66904863575337
rmse when k is  12432 431.66904863575337
rmse when k is  12433 431.66904863575337
rmse when k is  12434 431.66904863575337
rmse when k is  12435 431.66904863575337
rmse when k is  12436 431.66904863575337
rmse when k is  12437 431.66904863575337
rmse when k is  12438 431.66904863575337
rmse when k is  12439 431.66904863575337
rmse when k is  12440 431.66904863575337
rmse when k is  12441 431.66904863575337
rmse when k is  12442 431.66904863575337
rmse when k is  12443 431.66904863575337
rmse when k is  12444 431.66904863575337
rmse when k is  12445 431.66904863575337
rmse when k is  12446 431.66904863575337
rmse when k is  12447 431.66904863575337
rmse when k is  12448 431.66904863575337
rmse when k is  12449 431.66904863575337
rmse when k is  12450 431.66904863575337
rmse when k is  12451 431.66904863575337
rmse when k is  12452 431.66904863575337
rmse when k is  12453 431.66904863575337
rmse when k is  12454 431.66904863575337
rmse when k is  12455 431.66904863575337
rmse when k is  12456 431.66904863575337
rmse when k is  12457 431.66904863575337
rmse when k is  12458 431.66904863575337
rmse when k is  12459 431.66904863575337
rmse when k is  12460 431.66904863575337
rmse when k is  12461 431.66904863575337
rmse when k is  12462 431.66904863575337
rmse when k is  12463 431.66904863575337
rmse when k is  12464 431.66904863575337
rmse when k is  12465 431.66904863575337
rmse when k is  12466 431.66904863575337
rmse when k is  12467 431.66904863575337
rmse when k is  12468 431.66904863575337
rmse when k is  12469 431.66904863575337
rmse when k is  12470 431.66904863575337
rmse when k is  12471 431.66904863575337
rmse when k is  12472 431.66904863575337
rmse when k is  12473 431.66904863575337
rmse when k is  12474 431.66904863575337
rmse when k is  12475 431.66904863575337
rmse when k is  12476 431.66904863575337
rmse when k is  12477 431.66904863575337
rmse when k is  12478 431.66904863575337
rmse when k is  12479 431.66904863575337
rmse when k is  12480 431.66904863575337
rmse when k is  12481 431.66904863575337
rmse when k is  12482 431.66904863575337
rmse when k is  12483 431.66904863575337
rmse when k is  12484 431.66904863575337
rmse when k is  12485 431.66904863575337
rmse when k is  12486 431.66904863575337
rmse when k is  12487 431.66904863575337
rmse when k is  12488 431.66904863575337
rmse when k is  12489 431.66904863575337
rmse when k is  12490 431.66904863575337
rmse when k is  12491 431.66904863575337
rmse when k is  12492 431.66904863575337
rmse when k is  12493 431.66904863575337
rmse when k is  12494 431.66904863575337
rmse when k is  12495 431.66904863575337
rmse when k is  12496 431.66904863575337
rmse when k is  12497 431.66904863575337
rmse when k is  12498 431.66904863575337
rmse when k is  12499 431.66904863575337
rmse when k is  12500 431.66904863575337
rmse when k is  12501 431.66904863575337
rmse when k is  12502 431.66904863575337
rmse when k is  12503 431.66904863575337
rmse when k is  12504 431.66904863575337
rmse when k is  12505 431.66904863575337
rmse when k is  12506 431.66904863575337
rmse when k is  12507 431.66904863575337
rmse when k is  12508 431.66904863575337
rmse when k is  12509 431.66904863575337
rmse when k is  12510 431.66904863575337
rmse when k is  12511 431.66904863575337
rmse when k is  12512 431.66904863575337
rmse when k is  12513 431.66904863575337
rmse when k is  12514 431.66904863575337
rmse when k is  12515 431.66904863575337
rmse when k is  12516 431.66904863575337
rmse when k is  12517 431.66904863575337
rmse when k is  12518 431.66904863575337
rmse when k is  12519 431.66904863575337
rmse when k is  12520 431.66904863575337
rmse when k is  12521 431.66904863575337
rmse when k is  12522 431.66904863575337
rmse when k is  12523 431.66904863575337
rmse when k is  12524 431.66904863575337
rmse when k is  12525 431.66904863575337
rmse when k is  12526 431.66904863575337
rmse when k is  12527 431.66904863575337
rmse when k is  12528 431.66904863575337
rmse when k is  12529 431.66904863575337
rmse when k is  12530 431.66904863575337
rmse when k is  12531 431.66904863575337
rmse when k is  12532 431.66904863575337
rmse when k is  12533 431.66904863575337
rmse when k is  12534 431.66904863575337
rmse when k is  12535 431.66904863575337
rmse when k is  12536 431.66904863575337
rmse when k is  12537 431.66904863575337
rmse when k is  12538 431.66904863575337
rmse when k is  12539 431.66904863575337
rmse when k is  12540 431.66904863575337
rmse when k is  12541 431.66904863575337
rmse when k is  12542 431.66904863575337
rmse when k is  12543 431.66904863575337
rmse when k is  12544 431.66904863575337
rmse when k is  12545 431.66904863575337
rmse when k is  12546 431.66904863575337
rmse when k is  12547 431.66904863575337
rmse when k is  12548 431.66904863575337
rmse when k is  12549 431.66904863575337
rmse when k is  12550 431.66904863575337
rmse when k is  12551 431.66904863575337
rmse when k is  12552 431.66904863575337
rmse when k is  12553 431.66904863575337
rmse when k is  12554 431.66904863575337
rmse when k is  12555 431.66904863575337
rmse when k is  12556 431.66904863575337
rmse when k is  12557 431.66904863575337
rmse when k is  12558 431.66904863575337
rmse when k is  12559 431.66904863575337
rmse when k is  12560 431.66904863575337
rmse when k is  12561 431.66904863575337
rmse when k is  12562 431.66904863575337
rmse when k is  12563 431.66904863575337
rmse when k is  12564 431.66904863575337
rmse when k is  12565 431.66904863575337
rmse when k is  12566 431.66904863575337
rmse when k is  12567 431.66904863575337
rmse when k is  12568 431.66904863575337
rmse when k is  12569 431.66904863575337
rmse when k is  12570 431.66904863575337
rmse when k is  12571 431.66904863575337
rmse when k is  12572 431.66904863575337
rmse when k is  12573 431.66904863575337
rmse when k is  12574 431.66904863575337
rmse when k is  12575 431.66904863575337
rmse when k is  12576 431.66904863575337
rmse when k is  12577 431.66904863575337
rmse when k is  12578 431.66904863575337
rmse when k is  12579 431.66904863575337
rmse when k is  12580 431.66904863575337
rmse when k is  12581 431.66904863575337
rmse when k is  12582 431.66904863575337
rmse when k is  12583 431.66904863575337
rmse when k is  12584 431.66904863575337
rmse when k is  12585 431.66904863575337
rmse when k is  12586 431.66904863575337
rmse when k is  12587 431.66904863575337
rmse when k is  12588 431.66904863575337
rmse when k is  12589 431.66904863575337
rmse when k is  12590 431.66904863575337
rmse when k is  12591 431.66904863575337
rmse when k is  12592 431.66904863575337
rmse when k is  12593 431.66904863575337
rmse when k is  12594 431.66904863575337
rmse when k is  12595 431.66904863575337
rmse when k is  12596 431.66904863575337
rmse when k is  12597 431.66904863575337
rmse when k is  12598 431.66904863575337
rmse when k is  12599 431.66904863575337
rmse when k is  12600 431.66904863575337
rmse when k is  12601 431.66904863575337
rmse when k is  12602 431.66904863575337
rmse when k is  12603 431.66904863575337
rmse when k is  12604 431.66904863575337
rmse when k is  12605 431.66904863575337
rmse when k is  12606 431.66904863575337
rmse when k is  12607 431.66904863575337
rmse when k is  12608 431.66904863575337
rmse when k is  12609 431.66904863575337
rmse when k is  12610 431.66904863575337
rmse when k is  12611 431.66904863575337
rmse when k is  12612 431.66904863575337
rmse when k is  12613 431.66904863575337
rmse when k is  12614 431.66904863575337
rmse when k is  12615 431.66904863575337
rmse when k is  12616 431.66904863575337
rmse when k is  12617 431.66904863575337
rmse when k is  12618 431.66904863575337
rmse when k is  12619 431.66904863575337
rmse when k is  12620 431.66904863575337
rmse when k is  12621 431.66904863575337
rmse when k is  12622 431.66904863575337
rmse when k is  12623 431.66904863575337
rmse when k is  12624 431.66904863575337
rmse when k is  12625 431.66904863575337
rmse when k is  12626 431.66904863575337
rmse when k is  12627 431.66904863575337
rmse when k is  12628 431.66904863575337
rmse when k is  12629 431.66904863575337
rmse when k is  12630 431.66904863575337
rmse when k is  12631 431.66904863575337
rmse when k is  12632 431.66904863575337
rmse when k is  12633 431.66904863575337
rmse when k is  12634 431.66904863575337
rmse when k is  12635 431.66904863575337
rmse when k is  12636 431.66904863575337
rmse when k is  12637 431.66904863575337
rmse when k is  12638 431.66904863575337
rmse when k is  12639 431.66904863575337
rmse when k is  12640 431.66904863575337
rmse when k is  12641 431.66904863575337
rmse when k is  12642 431.66904863575337
rmse when k is  12643 431.66904863575337
rmse when k is  12644 431.66904863575337
rmse when k is  12645 431.66904863575337
rmse when k is  12646 431.66904863575337
rmse when k is  12647 431.66904863575337
rmse when k is  12648 431.66904863575337
rmse when k is  12649 431.66904863575337
rmse when k is  12650 431.66904863575337
rmse when k is  12651 431.66904863575337
rmse when k is  12652 431.66904863575337
rmse when k is  12653 431.66904863575337
rmse when k is  12654 431.66904863575337
rmse when k is  12655 431.66904863575337
rmse when k is  12656 431.66904863575337
rmse when k is  12657 431.66904863575337
rmse when k is  12658 431.66904863575337
rmse when k is  12659 431.66904863575337
rmse when k is  12660 431.66904863575337
rmse when k is  12661 431.66904863575337
rmse when k is  12662 431.66904863575337
rmse when k is  12663 431.66904863575337
rmse when k is  12664 431.66904863575337
rmse when k is  12665 431.66904863575337
rmse when k is  12666 431.66904863575337
rmse when k is  12667 431.66904863575337
rmse when k is  12668 431.66904863575337
rmse when k is  12669 431.66904863575337
rmse when k is  12670 431.66904863575337
rmse when k is  12671 431.66904863575337
rmse when k is  12672 431.66904863575337
rmse when k is  12673 431.66904863575337
rmse when k is  12674 431.66904863575337
rmse when k is  12675 431.66904863575337
rmse when k is  12676 431.66904863575337
rmse when k is  12677 431.66904863575337
rmse when k is  12678 431.66904863575337
rmse when k is  12679 431.66904863575337
rmse when k is  12680 431.66904863575337
rmse when k is  12681 431.66904863575337
rmse when k is  12682 431.66904863575337
rmse when k is  12683 431.66904863575337
rmse when k is  12684 431.66904863575337
rmse when k is  12685 431.66904863575337
rmse when k is  12686 431.66904863575337
rmse when k is  12687 431.66904863575337
rmse when k is  12688 431.66904863575337
rmse when k is  12689 431.66904863575337
rmse when k is  12690 431.66904863575337
rmse when k is  12691 431.66904863575337
rmse when k is  12692 431.66904863575337
rmse when k is  12693 431.66904863575337
rmse when k is  12694 431.66904863575337
rmse when k is  12695 431.66904863575337
rmse when k is  12696 431.66904863575337
rmse when k is  12697 431.66904863575337
rmse when k is  12698 431.66904863575337
rmse when k is  12699 431.66904863575337
rmse when k is  12700 431.66904863575337
rmse when k is  12701 431.66904863575337
rmse when k is  12702 431.66904863575337
rmse when k is  12703 431.66904863575337
rmse when k is  12704 431.66904863575337
rmse when k is  12705 431.66904863575337
rmse when k is  12706 431.66904863575337
rmse when k is  12707 431.66904863575337
rmse when k is  12708 431.66904863575337
rmse when k is  12709 431.66904863575337
rmse when k is  12710 431.66904863575337
rmse when k is  12711 431.66904863575337
rmse when k is  12712 431.66904863575337
rmse when k is  12713 431.66904863575337
rmse when k is  12714 431.66904863575337
rmse when k is  12715 431.66904863575337
rmse when k is  12716 431.66904863575337
rmse when k is  12717 431.66904863575337
rmse when k is  12718 431.66904863575337
rmse when k is  12719 431.66904863575337
rmse when k is  12720 431.66904863575337
rmse when k is  12721 431.66904863575337
rmse when k is  12722 431.66904863575337
rmse when k is  12723 431.66904863575337
rmse when k is  12724 431.66904863575337
rmse when k is  12725 431.66904863575337
rmse when k is  12726 431.66904863575337
rmse when k is  12727 431.66904863575337
rmse when k is  12728 431.66904863575337
rmse when k is  12729 431.66904863575337
rmse when k is  12730 431.66904863575337
rmse when k is  12731 431.66904863575337
rmse when k is  12732 431.66904863575337
rmse when k is  12733 431.66904863575337
rmse when k is  12734 431.66904863575337
rmse when k is  12735 431.66904863575337
rmse when k is  12736 431.66904863575337
rmse when k is  12737 431.66904863575337
rmse when k is  12738 431.66904863575337
rmse when k is  12739 431.66904863575337
rmse when k is  12740 431.66904863575337
rmse when k is  12741 431.66904863575337
rmse when k is  12742 431.66904863575337
rmse when k is  12743 431.66904863575337
rmse when k is  12744 431.66904863575337
rmse when k is  12745 431.66904863575337
rmse when k is  12746 431.66904863575337
rmse when k is  12747 431.66904863575337
rmse when k is  12748 431.66904863575337
rmse when k is  12749 431.66904863575337
rmse when k is  12750 431.66904863575337
rmse when k is  12751 431.66904863575337
rmse when k is  12752 431.66904863575337
rmse when k is  12753 431.66904863575337
rmse when k is  12754 431.66904863575337
rmse when k is  12755 431.66904863575337
rmse when k is  12756 431.66904863575337
rmse when k is  12757 431.66904863575337
rmse when k is  12758 431.66904863575337
rmse when k is  12759 431.66904863575337
rmse when k is  12760 431.66904863575337
rmse when k is  12761 431.66904863575337
rmse when k is  12762 431.66904863575337
rmse when k is  12763 431.66904863575337
rmse when k is  12764 431.66904863575337
rmse when k is  12765 431.66904863575337
rmse when k is  12766 431.66904863575337
rmse when k is  12767 431.66904863575337
rmse when k is  12768 431.66904863575337
rmse when k is  12769 431.66904863575337
rmse when k is  12770 431.66904863575337
rmse when k is  12771 431.66904863575337
rmse when k is  12772 431.66904863575337
rmse when k is  12773 431.66904863575337
rmse when k is  12774 431.66904863575337
rmse when k is  12775 431.66904863575337
rmse when k is  12776 431.66904863575337
rmse when k is  12777 431.66904863575337
rmse when k is  12778 431.66904863575337
rmse when k is  12779 431.66904863575337
rmse when k is  12780 431.66904863575337
rmse when k is  12781 431.66904863575337
rmse when k is  12782 431.66904863575337
rmse when k is  12783 431.66904863575337
rmse when k is  12784 431.66904863575337
rmse when k is  12785 431.66904863575337
rmse when k is  12786 431.66904863575337
rmse when k is  12787 431.66904863575337
rmse when k is  12788 431.66904863575337
rmse when k is  12789 431.66904863575337
rmse when k is  12790 431.66904863575337
rmse when k is  12791 431.66904863575337
rmse when k is  12792 431.66904863575337
rmse when k is  12793 431.66904863575337
rmse when k is  12794 431.66904863575337
rmse when k is  12795 431.66904863575337
rmse when k is  12796 431.66904863575337
rmse when k is  12797 431.66904863575337
rmse when k is  12798 431.66904863575337
rmse when k is  12799 431.66904863575337
rmse when k is  12800 431.66904863575337
rmse when k is  12801 431.66904863575337
rmse when k is  12802 431.66904863575337
rmse when k is  12803 431.66904863575337
rmse when k is  12804 431.66904863575337
rmse when k is  12805 431.66904863575337
rmse when k is  12806 431.66904863575337
rmse when k is  12807 431.66904863575337
rmse when k is  12808 431.66904863575337
rmse when k is  12809 431.66904863575337
rmse when k is  12810 431.66904863575337
rmse when k is  12811 431.66904863575337
rmse when k is  12812 431.66904863575337
rmse when k is  12813 431.66904863575337
rmse when k is  12814 431.66904863575337
rmse when k is  12815 431.66904863575337
rmse when k is  12816 431.66904863575337
rmse when k is  12817 431.66904863575337
rmse when k is  12818 431.66904863575337
rmse when k is  12819 431.66904863575337
rmse when k is  12820 431.66904863575337
rmse when k is  12821 431.66904863575337
rmse when k is  12822 431.66904863575337
rmse when k is  12823 431.66904863575337
rmse when k is  12824 431.66904863575337
rmse when k is  12825 431.66904863575337
rmse when k is  12826 431.66904863575337
rmse when k is  12827 431.66904863575337
rmse when k is  12828 431.66904863575337
rmse when k is  12829 431.66904863575337
rmse when k is  12830 431.66904863575337
rmse when k is  12831 431.66904863575337
rmse when k is  12832 431.66904863575337
rmse when k is  12833 431.66904863575337
rmse when k is  12834 431.66904863575337
rmse when k is  12835 431.66904863575337
rmse when k is  12836 431.66904863575337
rmse when k is  12837 431.66904863575337
rmse when k is  12838 431.66904863575337
rmse when k is  12839 431.66904863575337
rmse when k is  12840 431.66904863575337
rmse when k is  12841 431.66904863575337
rmse when k is  12842 431.66904863575337
rmse when k is  12843 431.66904863575337
rmse when k is  12844 431.66904863575337
rmse when k is  12845 431.66904863575337
rmse when k is  12846 431.66904863575337
rmse when k is  12847 431.66904863575337
rmse when k is  12848 431.66904863575337
rmse when k is  12849 431.66904863575337
rmse when k is  12850 431.66904863575337
rmse when k is  12851 431.66904863575337
rmse when k is  12852 431.66904863575337
rmse when k is  12853 431.66904863575337
rmse when k is  12854 431.66904863575337
rmse when k is  12855 431.66904863575337
rmse when k is  12856 431.66904863575337
rmse when k is  12857 431.66904863575337
rmse when k is  12858 431.66904863575337
rmse when k is  12859 431.66904863575337
rmse when k is  12860 431.66904863575337
rmse when k is  12861 431.66904863575337
rmse when k is  12862 431.66904863575337
rmse when k is  12863 431.66904863575337
rmse when k is  12864 431.66904863575337
rmse when k is  12865 431.66904863575337
rmse when k is  12866 431.66904863575337
rmse when k is  12867 431.66904863575337
rmse when k is  12868 431.66904863575337
rmse when k is  12869 431.66904863575337
rmse when k is  12870 431.66904863575337
rmse when k is  12871 431.66904863575337
rmse when k is  12872 431.66904863575337
rmse when k is  12873 431.66904863575337
rmse when k is  12874 431.66904863575337
rmse when k is  12875 431.66904863575337
rmse when k is  12876 431.66904863575337
rmse when k is  12877 431.66904863575337
rmse when k is  12878 431.66904863575337
rmse when k is  12879 431.66904863575337
rmse when k is  12880 431.66904863575337
rmse when k is  12881 431.66904863575337
rmse when k is  12882 431.66904863575337
rmse when k is  12883 431.66904863575337
rmse when k is  12884 431.66904863575337
rmse when k is  12885 431.66904863575337
rmse when k is  12886 431.66904863575337
rmse when k is  12887 431.66904863575337
rmse when k is  12888 431.66904863575337
rmse when k is  12889 431.66904863575337
rmse when k is  12890 431.66904863575337
rmse when k is  12891 431.66904863575337
rmse when k is  12892 431.66904863575337
rmse when k is  12893 431.66904863575337
rmse when k is  12894 431.66904863575337
rmse when k is  12895 431.66904863575337
rmse when k is  12896 431.66904863575337
rmse when k is  12897 431.66904863575337
rmse when k is  12898 431.66904863575337
rmse when k is  12899 431.66904863575337
rmse when k is  12900 431.66904863575337
rmse when k is  12901 431.66904863575337
rmse when k is  12902 431.66904863575337
rmse when k is  12903 431.66904863575337
rmse when k is  12904 431.66904863575337
rmse when k is  12905 431.66904863575337
rmse when k is  12906 431.66904863575337
rmse when k is  12907 431.66904863575337
rmse when k is  12908 431.66904863575337
rmse when k is  12909 431.66904863575337
rmse when k is  12910 431.66904863575337
rmse when k is  12911 431.66904863575337
rmse when k is  12912 431.66904863575337
rmse when k is  12913 431.66904863575337
rmse when k is  12914 431.66904863575337
rmse when k is  12915 431.66904863575337
rmse when k is  12916 431.66904863575337
rmse when k is  12917 431.66904863575337
rmse when k is  12918 431.66904863575337
rmse when k is  12919 431.66904863575337
rmse when k is  12920 431.66904863575337
rmse when k is  12921 431.66904863575337
rmse when k is  12922 431.66904863575337
rmse when k is  12923 431.66904863575337
rmse when k is  12924 431.66904863575337
rmse when k is  12925 431.66904863575337
rmse when k is  12926 431.66904863575337
rmse when k is  12927 431.66904863575337
rmse when k is  12928 431.66904863575337
rmse when k is  12929 431.66904863575337
rmse when k is  12930 431.66904863575337
rmse when k is  12931 431.66904863575337
rmse when k is  12932 431.66904863575337
rmse when k is  12933 431.66904863575337
rmse when k is  12934 431.66904863575337
rmse when k is  12935 431.66904863575337
rmse when k is  12936 431.66904863575337
rmse when k is  12937 431.66904863575337
rmse when k is  12938 431.66904863575337
rmse when k is  12939 431.66904863575337
rmse when k is  12940 431.66904863575337
rmse when k is  12941 431.66904863575337
rmse when k is  12942 431.66904863575337
rmse when k is  12943 431.66904863575337
rmse when k is  12944 431.66904863575337
rmse when k is  12945 431.66904863575337
rmse when k is  12946 431.66904863575337
rmse when k is  12947 431.66904863575337
rmse when k is  12948 431.66904863575337
rmse when k is  12949 431.66904863575337
rmse when k is  12950 431.66904863575337
rmse when k is  12951 431.66904863575337
rmse when k is  12952 431.66904863575337
rmse when k is  12953 431.66904863575337
rmse when k is  12954 431.66904863575337
rmse when k is  12955 431.66904863575337
rmse when k is  12956 431.66904863575337
rmse when k is  12957 431.66904863575337
rmse when k is  12958 431.66904863575337
rmse when k is  12959 431.66904863575337
rmse when k is  12960 431.66904863575337
rmse when k is  12961 431.66904863575337
rmse when k is  12962 431.66904863575337
rmse when k is  12963 431.66904863575337
rmse when k is  12964 431.66904863575337
rmse when k is  12965 431.66904863575337
rmse when k is  12966 431.66904863575337
rmse when k is  12967 431.66904863575337
rmse when k is  12968 431.66904863575337
rmse when k is  12969 431.66904863575337
rmse when k is  12970 431.66904863575337
rmse when k is  12971 431.66904863575337
rmse when k is  12972 431.66904863575337
rmse when k is  12973 431.66904863575337
rmse when k is  12974 431.66904863575337
rmse when k is  12975 431.66904863575337
rmse when k is  12976 431.66904863575337
rmse when k is  12977 431.66904863575337
rmse when k is  12978 431.66904863575337
rmse when k is  12979 431.66904863575337
rmse when k is  12980 431.66904863575337
rmse when k is  12981 431.66904863575337
rmse when k is  12982 431.66904863575337
rmse when k is  12983 431.66904863575337
rmse when k is  12984 431.66904863575337
rmse when k is  12985 431.66904863575337
rmse when k is  12986 431.66904863575337
rmse when k is  12987 431.66904863575337
rmse when k is  12988 431.66904863575337
rmse when k is  12989 431.66904863575337
rmse when k is  12990 431.66904863575337
rmse when k is  12991 431.66904863575337
rmse when k is  12992 431.66904863575337
rmse when k is  12993 431.66904863575337
rmse when k is  12994 431.66904863575337
rmse when k is  12995 431.66904863575337
rmse when k is  12996 431.66904863575337
rmse when k is  12997 431.66904863575337
rmse when k is  12998 431.66904863575337
rmse when k is  12999 431.66904863575337
rmse when k is  13000 431.66904863575337
rmse when k is  13001 431.66904863575337
rmse when k is  13002 431.66904863575337
rmse when k is  13003 431.66904863575337
rmse when k is  13004 431.66904863575337
rmse when k is  13005 431.66904863575337
rmse when k is  13006 431.66904863575337
rmse when k is  13007 431.66904863575337
rmse when k is  13008 431.66904863575337
rmse when k is  13009 431.66904863575337
rmse when k is  13010 431.66904863575337
rmse when k is  13011 431.66904863575337
rmse when k is  13012 431.66904863575337
rmse when k is  13013 431.66904863575337
rmse when k is  13014 431.66904863575337
rmse when k is  13015 431.66904863575337
rmse when k is  13016 431.66904863575337
rmse when k is  13017 431.66904863575337
rmse when k is  13018 431.66904863575337
rmse when k is  13019 431.66904863575337
rmse when k is  13020 431.66904863575337
rmse when k is  13021 431.66904863575337
rmse when k is  13022 431.66904863575337
rmse when k is  13023 431.66904863575337
rmse when k is  13024 431.66904863575337
rmse when k is  13025 431.66904863575337
rmse when k is  13026 431.66904863575337
rmse when k is  13027 431.66904863575337
rmse when k is  13028 431.66904863575337
rmse when k is  13029 431.66904863575337
rmse when k is  13030 431.66904863575337
rmse when k is  13031 431.66904863575337
rmse when k is  13032 431.66904863575337
rmse when k is  13033 431.66904863575337
rmse when k is  13034 431.66904863575337
rmse when k is  13035 431.66904863575337
rmse when k is  13036 431.66904863575337
rmse when k is  13037 431.66904863575337
rmse when k is  13038 431.66904863575337
rmse when k is  13039 431.66904863575337
rmse when k is  13040 431.66904863575337
rmse when k is  13041 431.66904863575337
rmse when k is  13042 431.66904863575337
rmse when k is  13043 431.66904863575337
rmse when k is  13044 431.66904863575337
rmse when k is  13045 431.66904863575337
rmse when k is  13046 431.66904863575337
rmse when k is  13047 431.66904863575337
rmse when k is  13048 431.66904863575337
rmse when k is  13049 431.66904863575337
rmse when k is  13050 431.66904863575337
rmse when k is  13051 431.66904863575337
rmse when k is  13052 431.66904863575337
rmse when k is  13053 431.66904863575337
rmse when k is  13054 431.66904863575337
rmse when k is  13055 431.66904863575337
rmse when k is  13056 431.66904863575337
rmse when k is  13057 431.66904863575337
rmse when k is  13058 431.66904863575337
rmse when k is  13059 431.66904863575337
rmse when k is  13060 431.66904863575337
rmse when k is  13061 431.66904863575337
rmse when k is  13062 431.66904863575337
rmse when k is  13063 431.66904863575337
rmse when k is  13064 431.66904863575337
rmse when k is  13065 431.66904863575337
rmse when k is  13066 431.66904863575337
rmse when k is  13067 431.66904863575337
rmse when k is  13068 431.66904863575337
rmse when k is  13069 431.66904863575337
rmse when k is  13070 431.66904863575337
rmse when k is  13071 431.66904863575337
rmse when k is  13072 431.66904863575337
rmse when k is  13073 431.66904863575337
rmse when k is  13074 431.66904863575337
rmse when k is  13075 431.66904863575337
rmse when k is  13076 431.66904863575337
rmse when k is  13077 431.66904863575337
rmse when k is  13078 431.66904863575337
rmse when k is  13079 431.66904863575337
rmse when k is  13080 431.66904863575337
rmse when k is  13081 431.66904863575337
rmse when k is  13082 431.66904863575337
rmse when k is  13083 431.66904863575337
rmse when k is  13084 431.66904863575337
rmse when k is  13085 431.66904863575337
rmse when k is  13086 431.66904863575337
rmse when k is  13087 431.66904863575337
rmse when k is  13088 431.66904863575337
rmse when k is  13089 431.66904863575337
rmse when k is  13090 431.66904863575337
rmse when k is  13091 431.66904863575337
rmse when k is  13092 431.66904863575337
rmse when k is  13093 431.66904863575337
rmse when k is  13094 431.66904863575337
rmse when k is  13095 431.66904863575337
rmse when k is  13096 431.66904863575337
rmse when k is  13097 431.66904863575337
rmse when k is  13098 431.66904863575337
rmse when k is  13099 431.66904863575337
rmse when k is  13100 431.66904863575337
rmse when k is  13101 431.66904863575337
rmse when k is  13102 431.66904863575337
rmse when k is  13103 431.66904863575337
rmse when k is  13104 431.66904863575337
rmse when k is  13105 431.66904863575337
rmse when k is  13106 431.66904863575337
rmse when k is  13107 431.66904863575337
rmse when k is  13108 431.66904863575337
rmse when k is  13109 431.66904863575337
rmse when k is  13110 431.66904863575337
rmse when k is  13111 431.66904863575337
rmse when k is  13112 431.66904863575337
rmse when k is  13113 431.66904863575337
rmse when k is  13114 431.66904863575337
rmse when k is  13115 431.66904863575337
rmse when k is  13116 431.66904863575337
rmse when k is  13117 431.66904863575337
rmse when k is  13118 431.66904863575337
rmse when k is  13119 431.66904863575337
rmse when k is  13120 431.66904863575337
rmse when k is  13121 431.66904863575337
rmse when k is  13122 431.66904863575337
rmse when k is  13123 431.66904863575337
rmse when k is  13124 431.66904863575337
rmse when k is  13125 431.66904863575337
rmse when k is  13126 431.66904863575337
rmse when k is  13127 431.66904863575337
rmse when k is  13128 431.66904863575337
rmse when k is  13129 431.66904863575337
rmse when k is  13130 431.66904863575337
rmse when k is  13131 431.66904863575337
rmse when k is  13132 431.66904863575337
rmse when k is  13133 431.66904863575337
rmse when k is  13134 431.66904863575337
rmse when k is  13135 431.66904863575337
rmse when k is  13136 431.66904863575337
rmse when k is  13137 431.66904863575337
rmse when k is  13138 431.66904863575337
rmse when k is  13139 431.66904863575337
rmse when k is  13140 431.66904863575337
rmse when k is  13141 431.66904863575337
rmse when k is  13142 431.66904863575337
rmse when k is  13143 431.66904863575337
rmse when k is  13144 431.66904863575337
rmse when k is  13145 431.66904863575337
rmse when k is  13146 431.66904863575337
rmse when k is  13147 431.66904863575337
rmse when k is  13148 431.66904863575337
rmse when k is  13149 431.66904863575337
rmse when k is  13150 431.66904863575337
rmse when k is  13151 431.66904863575337
rmse when k is  13152 431.66904863575337
rmse when k is  13153 431.66904863575337
rmse when k is  13154 431.66904863575337
rmse when k is  13155 431.66904863575337
rmse when k is  13156 431.66904863575337
rmse when k is  13157 431.66904863575337
rmse when k is  13158 431.66904863575337
rmse when k is  13159 431.66904863575337
rmse when k is  13160 431.66904863575337
rmse when k is  13161 431.66904863575337
rmse when k is  13162 431.66904863575337
rmse when k is  13163 431.66904863575337
rmse when k is  13164 431.66904863575337
rmse when k is  13165 431.66904863575337
rmse when k is  13166 431.66904863575337
rmse when k is  13167 431.66904863575337
rmse when k is  13168 431.66904863575337
rmse when k is  13169 431.66904863575337
rmse when k is  13170 431.66904863575337
rmse when k is  13171 431.66904863575337
rmse when k is  13172 431.66904863575337
rmse when k is  13173 431.66904863575337
rmse when k is  13174 431.66904863575337
rmse when k is  13175 431.66904863575337
rmse when k is  13176 431.66904863575337
rmse when k is  13177 431.66904863575337
rmse when k is  13178 431.66904863575337
rmse when k is  13179 431.66904863575337
rmse when k is  13180 431.66904863575337
rmse when k is  13181 431.66904863575337
rmse when k is  13182 431.66904863575337
rmse when k is  13183 431.66904863575337
rmse when k is  13184 431.66904863575337
rmse when k is  13185 431.66904863575337
rmse when k is  13186 431.66904863575337
rmse when k is  13187 431.66904863575337
rmse when k is  13188 431.66904863575337
rmse when k is  13189 431.66904863575337
rmse when k is  13190 431.66904863575337
rmse when k is  13191 431.66904863575337
rmse when k is  13192 431.66904863575337
rmse when k is  13193 431.66904863575337
rmse when k is  13194 431.66904863575337
rmse when k is  13195 431.66904863575337
rmse when k is  13196 431.66904863575337
rmse when k is  13197 431.66904863575337
rmse when k is  13198 431.66904863575337
rmse when k is  13199 431.66904863575337
rmse when k is  13200 431.66904863575337
rmse when k is  13201 431.66904863575337
rmse when k is  13202 431.66904863575337
rmse when k is  13203 431.66904863575337
rmse when k is  13204 431.66904863575337
rmse when k is  13205 431.66904863575337
rmse when k is  13206 431.66904863575337
rmse when k is  13207 431.66904863575337
rmse when k is  13208 431.66904863575337
rmse when k is  13209 431.66904863575337
rmse when k is  13210 431.66904863575337
rmse when k is  13211 431.66904863575337
rmse when k is  13212 431.66904863575337
rmse when k is  13213 431.66904863575337
rmse when k is  13214 431.66904863575337
rmse when k is  13215 431.66904863575337
rmse when k is  13216 431.66904863575337
rmse when k is  13217 431.66904863575337
rmse when k is  13218 431.66904863575337
rmse when k is  13219 431.66904863575337
rmse when k is  13220 431.66904863575337
rmse when k is  13221 431.66904863575337
rmse when k is  13222 431.66904863575337
rmse when k is  13223 431.66904863575337
rmse when k is  13224 431.66904863575337
rmse when k is  13225 431.66904863575337
rmse when k is  13226 431.66904863575337
rmse when k is  13227 431.66904863575337
rmse when k is  13228 431.66904863575337
rmse when k is  13229 431.66904863575337
rmse when k is  13230 431.66904863575337
rmse when k is  13231 431.66904863575337
rmse when k is  13232 431.66904863575337
rmse when k is  13233 431.66904863575337
rmse when k is  13234 431.66904863575337
rmse when k is  13235 431.66904863575337
rmse when k is  13236 431.66904863575337
rmse when k is  13237 431.66904863575337
rmse when k is  13238 431.66904863575337
rmse when k is  13239 431.66904863575337
rmse when k is  13240 431.66904863575337
rmse when k is  13241 431.66904863575337
rmse when k is  13242 431.66904863575337
rmse when k is  13243 431.66904863575337
rmse when k is  13244 431.66904863575337
rmse when k is  13245 431.66904863575337
rmse when k is  13246 431.66904863575337
rmse when k is  13247 431.66904863575337
rmse when k is  13248 431.66904863575337
rmse when k is  13249 431.66904863575337
rmse when k is  13250 431.66904863575337
rmse when k is  13251 431.66904863575337
rmse when k is  13252 431.66904863575337
rmse when k is  13253 431.66904863575337
rmse when k is  13254 431.66904863575337
rmse when k is  13255 431.66904863575337
rmse when k is  13256 431.66904863575337
rmse when k is  13257 431.66904863575337
rmse when k is  13258 431.66904863575337
rmse when k is  13259 431.66904863575337
rmse when k is  13260 431.66904863575337
rmse when k is  13261 431.66904863575337
rmse when k is  13262 431.66904863575337
rmse when k is  13263 431.66904863575337
rmse when k is  13264 431.66904863575337
rmse when k is  13265 431.66904863575337
rmse when k is  13266 431.66904863575337
rmse when k is  13267 431.66904863575337
rmse when k is  13268 431.66904863575337
rmse when k is  13269 431.66904863575337
rmse when k is  13270 431.66904863575337
rmse when k is  13271 431.66904863575337
rmse when k is  13272 431.66904863575337
rmse when k is  13273 431.66904863575337
rmse when k is  13274 431.66904863575337
rmse when k is  13275 431.66904863575337
rmse when k is  13276 431.66904863575337
rmse when k is  13277 431.66904863575337
rmse when k is  13278 431.66904863575337
rmse when k is  13279 431.66904863575337
rmse when k is  13280 431.66904863575337
rmse when k is  13281 431.66904863575337
rmse when k is  13282 431.66904863575337
rmse when k is  13283 431.66904863575337
rmse when k is  13284 431.66904863575337
rmse when k is  13285 431.66904863575337
rmse when k is  13286 431.66904863575337
rmse when k is  13287 431.66904863575337
rmse when k is  13288 431.66904863575337
rmse when k is  13289 431.66904863575337
rmse when k is  13290 431.66904863575337
rmse when k is  13291 431.66904863575337
rmse when k is  13292 431.66904863575337
rmse when k is  13293 431.66904863575337
rmse when k is  13294 431.66904863575337
rmse when k is  13295 431.66904863575337
rmse when k is  13296 431.66904863575337
rmse when k is  13297 431.66904863575337
rmse when k is  13298 431.66904863575337
rmse when k is  13299 431.66904863575337
rmse when k is  13300 431.66904863575337
rmse when k is  13301 431.66904863575337
rmse when k is  13302 431.66904863575337
rmse when k is  13303 431.66904863575337
rmse when k is  13304 431.66904863575337
rmse when k is  13305 431.66904863575337
rmse when k is  13306 431.66904863575337
rmse when k is  13307 431.66904863575337
rmse when k is  13308 431.66904863575337
rmse when k is  13309 431.66904863575337
rmse when k is  13310 431.66904863575337
rmse when k is  13311 431.66904863575337
rmse when k is  13312 431.66904863575337
rmse when k is  13313 431.66904863575337
rmse when k is  13314 431.66904863575337
rmse when k is  13315 431.66904863575337
rmse when k is  13316 431.66904863575337
rmse when k is  13317 431.66904863575337
rmse when k is  13318 431.66904863575337
rmse when k is  13319 431.66904863575337
rmse when k is  13320 431.66904863575337
rmse when k is  13321 431.66904863575337
rmse when k is  13322 431.66904863575337
rmse when k is  13323 431.66904863575337
rmse when k is  13324 431.66904863575337
rmse when k is  13325 431.66904863575337
rmse when k is  13326 431.66904863575337
rmse when k is  13327 431.66904863575337
rmse when k is  13328 431.66904863575337
rmse when k is  13329 431.66904863575337
rmse when k is  13330 431.66904863575337
rmse when k is  13331 431.66904863575337
rmse when k is  13332 431.66904863575337
rmse when k is  13333 431.66904863575337
rmse when k is  13334 431.66904863575337
rmse when k is  13335 431.66904863575337
rmse when k is  13336 431.66904863575337
rmse when k is  13337 431.66904863575337
rmse when k is  13338 431.66904863575337
rmse when k is  13339 431.66904863575337
rmse when k is  13340 431.66904863575337
rmse when k is  13341 431.66904863575337
rmse when k is  13342 431.66904863575337
rmse when k is  13343 431.66904863575337
rmse when k is  13344 431.66904863575337
rmse when k is  13345 431.66904863575337
rmse when k is  13346 431.66904863575337
rmse when k is  13347 431.66904863575337
rmse when k is  13348 431.66904863575337
rmse when k is  13349 431.66904863575337
rmse when k is  13350 431.66904863575337
rmse when k is  13351 431.66904863575337
rmse when k is  13352 431.66904863575337
rmse when k is  13353 431.66904863575337
rmse when k is  13354 431.66904863575337
rmse when k is  13355 431.66904863575337
rmse when k is  13356 431.66904863575337
rmse when k is  13357 431.66904863575337
rmse when k is  13358 431.66904863575337
rmse when k is  13359 431.66904863575337
rmse when k is  13360 431.66904863575337
rmse when k is  13361 431.66904863575337
rmse when k is  13362 431.66904863575337
rmse when k is  13363 431.66904863575337
rmse when k is  13364 431.66904863575337
rmse when k is  13365 431.66904863575337
rmse when k is  13366 431.66904863575337
rmse when k is  13367 431.66904863575337
rmse when k is  13368 431.66904863575337
rmse when k is  13369 431.66904863575337
rmse when k is  13370 431.66904863575337
rmse when k is  13371 431.66904863575337
rmse when k is  13372 431.66904863575337
rmse when k is  13373 431.66904863575337
rmse when k is  13374 431.66904863575337
rmse when k is  13375 431.66904863575337
rmse when k is  13376 431.66904863575337
rmse when k is  13377 431.66904863575337
rmse when k is  13378 431.66904863575337
rmse when k is  13379 431.66904863575337
rmse when k is  13380 431.66904863575337
rmse when k is  13381 431.66904863575337
rmse when k is  13382 431.66904863575337
rmse when k is  13383 431.66904863575337
rmse when k is  13384 431.66904863575337
rmse when k is  13385 431.66904863575337
rmse when k is  13386 431.66904863575337
rmse when k is  13387 431.66904863575337
rmse when k is  13388 431.66904863575337
rmse when k is  13389 431.66904863575337
rmse when k is  13390 431.66904863575337
rmse when k is  13391 431.66904863575337
rmse when k is  13392 431.66904863575337
rmse when k is  13393 431.66904863575337
rmse when k is  13394 431.66904863575337
rmse when k is  13395 431.66904863575337
rmse when k is  13396 431.66904863575337
rmse when k is  13397 431.66904863575337
rmse when k is  13398 431.66904863575337
rmse when k is  13399 431.66904863575337
rmse when k is  13400 431.66904863575337
rmse when k is  13401 431.66904863575337
rmse when k is  13402 431.66904863575337
rmse when k is  13403 431.66904863575337
rmse when k is  13404 431.66904863575337
rmse when k is  13405 431.66904863575337
rmse when k is  13406 431.66904863575337
rmse when k is  13407 431.66904863575337
rmse when k is  13408 431.66904863575337
rmse when k is  13409 431.66904863575337
rmse when k is  13410 431.66904863575337
rmse when k is  13411 431.66904863575337
rmse when k is  13412 431.66904863575337
rmse when k is  13413 431.66904863575337
rmse when k is  13414 431.66904863575337
rmse when k is  13415 431.66904863575337
rmse when k is  13416 431.66904863575337
rmse when k is  13417 431.66904863575337
rmse when k is  13418 431.66904863575337
rmse when k is  13419 431.66904863575337
rmse when k is  13420 431.66904863575337
rmse when k is  13421 431.66904863575337
rmse when k is  13422 431.66904863575337
rmse when k is  13423 431.66904863575337
rmse when k is  13424 431.66904863575337
rmse when k is  13425 431.66904863575337
rmse when k is  13426 431.66904863575337
rmse when k is  13427 431.66904863575337
rmse when k is  13428 431.66904863575337
rmse when k is  13429 431.66904863575337
rmse when k is  13430 431.66904863575337
rmse when k is  13431 431.66904863575337
rmse when k is  13432 431.66904863575337
rmse when k is  13433 431.66904863575337
rmse when k is  13434 431.66904863575337
rmse when k is  13435 431.66904863575337
rmse when k is  13436 431.66904863575337
rmse when k is  13437 431.66904863575337
rmse when k is  13438 431.66904863575337
rmse when k is  13439 431.66904863575337
rmse when k is  13440 431.66904863575337
rmse when k is  13441 431.66904863575337
rmse when k is  13442 431.66904863575337
rmse when k is  13443 431.66904863575337
rmse when k is  13444 431.66904863575337
rmse when k is  13445 431.66904863575337
rmse when k is  13446 431.66904863575337
rmse when k is  13447 431.66904863575337
rmse when k is  13448 431.66904863575337
rmse when k is  13449 431.66904863575337
rmse when k is  13450 431.66904863575337
rmse when k is  13451 431.66904863575337
rmse when k is  13452 431.66904863575337
rmse when k is  13453 431.66904863575337
rmse when k is  13454 431.66904863575337
rmse when k is  13455 431.66904863575337
rmse when k is  13456 431.66904863575337
rmse when k is  13457 431.66904863575337
rmse when k is  13458 431.66904863575337
rmse when k is  13459 431.66904863575337
rmse when k is  13460 431.66904863575337
rmse when k is  13461 431.66904863575337
rmse when k is  13462 431.66904863575337
rmse when k is  13463 431.66904863575337
rmse when k is  13464 431.66904863575337
rmse when k is  13465 431.66904863575337
rmse when k is  13466 431.66904863575337
rmse when k is  13467 431.66904863575337
rmse when k is  13468 431.66904863575337
rmse when k is  13469 431.66904863575337
rmse when k is  13470 431.66904863575337
rmse when k is  13471 431.66904863575337
rmse when k is  13472 431.66904863575337
rmse when k is  13473 431.66904863575337
rmse when k is  13474 431.66904863575337
rmse when k is  13475 431.66904863575337
rmse when k is  13476 431.66904863575337
rmse when k is  13477 431.66904863575337
rmse when k is  13478 431.66904863575337
rmse when k is  13479 431.66904863575337
rmse when k is  13480 431.66904863575337
rmse when k is  13481 431.66904863575337
rmse when k is  13482 431.66904863575337
rmse when k is  13483 431.66904863575337
rmse when k is  13484 431.66904863575337
rmse when k is  13485 431.66904863575337
rmse when k is  13486 431.66904863575337
rmse when k is  13487 431.66904863575337
rmse when k is  13488 431.66904863575337
rmse when k is  13489 431.66904863575337
rmse when k is  13490 431.66904863575337
rmse when k is  13491 431.66904863575337
rmse when k is  13492 431.66904863575337
rmse when k is  13493 431.66904863575337
rmse when k is  13494 431.66904863575337
rmse when k is  13495 431.66904863575337
rmse when k is  13496 431.66904863575337
rmse when k is  13497 431.66904863575337
rmse when k is  13498 431.66904863575337
rmse when k is  13499 431.66904863575337
rmse when k is  13500 431.66904863575337
rmse when k is  13501 431.66904863575337
rmse when k is  13502 431.66904863575337
rmse when k is  13503 431.66904863575337
rmse when k is  13504 431.66904863575337
rmse when k is  13505 431.66904863575337
rmse when k is  13506 431.66904863575337
rmse when k is  13507 431.66904863575337
rmse when k is  13508 431.66904863575337
rmse when k is  13509 431.66904863575337
rmse when k is  13510 431.66904863575337
rmse when k is  13511 431.66904863575337
rmse when k is  13512 431.66904863575337
rmse when k is  13513 431.66904863575337
rmse when k is  13514 431.66904863575337
rmse when k is  13515 431.66904863575337
rmse when k is  13516 431.66904863575337
rmse when k is  13517 431.66904863575337
rmse when k is  13518 431.66904863575337
rmse when k is  13519 431.66904863575337
rmse when k is  13520 431.66904863575337
rmse when k is  13521 431.66904863575337
rmse when k is  13522 431.66904863575337
rmse when k is  13523 431.66904863575337
rmse when k is  13524 431.66904863575337
rmse when k is  13525 431.66904863575337
rmse when k is  13526 431.66904863575337
rmse when k is  13527 431.66904863575337
rmse when k is  13528 431.66904863575337
rmse when k is  13529 431.66904863575337
rmse when k is  13530 431.66904863575337
rmse when k is  13531 431.66904863575337
rmse when k is  13532 431.66904863575337
rmse when k is  13533 431.66904863575337
rmse when k is  13534 431.66904863575337
rmse when k is  13535 431.66904863575337
rmse when k is  13536 431.66904863575337
rmse when k is  13537 431.66904863575337
rmse when k is  13538 431.66904863575337
rmse when k is  13539 431.66904863575337
rmse when k is  13540 431.66904863575337
rmse when k is  13541 431.66904863575337
rmse when k is  13542 431.66904863575337
rmse when k is  13543 431.66904863575337
rmse when k is  13544 431.66904863575337
rmse when k is  13545 431.66904863575337
rmse when k is  13546 431.66904863575337
rmse when k is  13547 431.66904863575337
rmse when k is  13548 431.66904863575337
rmse when k is  13549 431.66904863575337
rmse when k is  13550 431.66904863575337
rmse when k is  13551 431.66904863575337
rmse when k is  13552 431.66904863575337
rmse when k is  13553 431.66904863575337
rmse when k is  13554 431.66904863575337
rmse when k is  13555 431.66904863575337
rmse when k is  13556 431.66904863575337
rmse when k is  13557 431.66904863575337
rmse when k is  13558 431.66904863575337
rmse when k is  13559 431.66904863575337
rmse when k is  13560 431.66904863575337
rmse when k is  13561 431.66904863575337
rmse when k is  13562 431.66904863575337
rmse when k is  13563 431.66904863575337
rmse when k is  13564 431.66904863575337
rmse when k is  13565 431.66904863575337
rmse when k is  13566 431.66904863575337
rmse when k is  13567 431.66904863575337
rmse when k is  13568 431.66904863575337
rmse when k is  13569 431.66904863575337
rmse when k is  13570 431.66904863575337
rmse when k is  13571 431.66904863575337
rmse when k is  13572 431.66904863575337
rmse when k is  13573 431.66904863575337
rmse when k is  13574 431.66904863575337
rmse when k is  13575 431.66904863575337
rmse when k is  13576 431.66904863575337
rmse when k is  13577 431.66904863575337
rmse when k is  13578 431.66904863575337
rmse when k is  13579 431.66904863575337
rmse when k is  13580 431.66904863575337
rmse when k is  13581 431.66904863575337
rmse when k is  13582 431.66904863575337
rmse when k is  13583 431.66904863575337
rmse when k is  13584 431.66904863575337
rmse when k is  13585 431.66904863575337
rmse when k is  13586 431.66904863575337
rmse when k is  13587 431.66904863575337
rmse when k is  13588 431.66904863575337
rmse when k is  13589 431.66904863575337
rmse when k is  13590 431.66904863575337
rmse when k is  13591 431.66904863575337
rmse when k is  13592 431.66904863575337
rmse when k is  13593 431.66904863575337
rmse when k is  13594 431.66904863575337
rmse when k is  13595 431.66904863575337
rmse when k is  13596 431.66904863575337
rmse when k is  13597 431.66904863575337
rmse when k is  13598 431.66904863575337
rmse when k is  13599 431.66904863575337
rmse when k is  13600 431.66904863575337
rmse when k is  13601 431.66904863575337
rmse when k is  13602 431.66904863575337
rmse when k is  13603 431.66904863575337
rmse when k is  13604 431.66904863575337
rmse when k is  13605 431.66904863575337
rmse when k is  13606 431.66904863575337
rmse when k is  13607 431.66904863575337
rmse when k is  13608 431.66904863575337
rmse when k is  13609 431.66904863575337
rmse when k is  13610 431.66904863575337
rmse when k is  13611 431.66904863575337
rmse when k is  13612 431.66904863575337
rmse when k is  13613 431.66904863575337
rmse when k is  13614 431.66904863575337
rmse when k is  13615 431.66904863575337
rmse when k is  13616 431.66904863575337
rmse when k is  13617 431.66904863575337
rmse when k is  13618 431.66904863575337
rmse when k is  13619 431.66904863575337
rmse when k is  13620 431.66904863575337
rmse when k is  13621 431.66904863575337
rmse when k is  13622 431.66904863575337
rmse when k is  13623 431.66904863575337
rmse when k is  13624 431.66904863575337
rmse when k is  13625 431.66904863575337
rmse when k is  13626 431.66904863575337
rmse when k is  13627 431.66904863575337
rmse when k is  13628 431.66904863575337
rmse when k is  13629 431.66904863575337
rmse when k is  13630 431.66904863575337
rmse when k is  13631 431.66904863575337
rmse when k is  13632 431.66904863575337
rmse when k is  13633 431.66904863575337
rmse when k is  13634 431.66904863575337
rmse when k is  13635 431.66904863575337
rmse when k is  13636 431.66904863575337
rmse when k is  13637 431.66904863575337
rmse when k is  13638 431.66904863575337
rmse when k is  13639 431.66904863575337
rmse when k is  13640 431.66904863575337
rmse when k is  13641 431.66904863575337
rmse when k is  13642 431.66904863575337
rmse when k is  13643 431.66904863575337
rmse when k is  13644 431.66904863575337
rmse when k is  13645 431.66904863575337
rmse when k is  13646 431.66904863575337
rmse when k is  13647 431.66904863575337
rmse when k is  13648 431.66904863575337
rmse when k is  13649 431.66904863575337
rmse when k is  13650 431.66904863575337
rmse when k is  13651 431.66904863575337
rmse when k is  13652 431.66904863575337
rmse when k is  13653 431.66904863575337
rmse when k is  13654 431.66904863575337
rmse when k is  13655 431.66904863575337
rmse when k is  13656 431.66904863575337
rmse when k is  13657 431.66904863575337
rmse when k is  13658 431.66904863575337
rmse when k is  13659 431.66904863575337
rmse when k is  13660 431.66904863575337
rmse when k is  13661 431.66904863575337
rmse when k is  13662 431.66904863575337
rmse when k is  13663 431.66904863575337
rmse when k is  13664 431.66904863575337
rmse when k is  13665 431.66904863575337
rmse when k is  13666 431.66904863575337
rmse when k is  13667 431.66904863575337
rmse when k is  13668 431.66904863575337
rmse when k is  13669 431.66904863575337
rmse when k is  13670 431.66904863575337
rmse when k is  13671 431.66904863575337
rmse when k is  13672 431.66904863575337
rmse when k is  13673 431.66904863575337
rmse when k is  13674 431.66904863575337
rmse when k is  13675 431.66904863575337
rmse when k is  13676 431.66904863575337
rmse when k is  13677 431.66904863575337
rmse when k is  13678 431.66904863575337
rmse when k is  13679 431.66904863575337
rmse when k is  13680 431.66904863575337
rmse when k is  13681 431.66904863575337
rmse when k is  13682 431.66904863575337
rmse when k is  13683 431.66904863575337
rmse when k is  13684 431.66904863575337
rmse when k is  13685 431.66904863575337
rmse when k is  13686 431.66904863575337
rmse when k is  13687 431.66904863575337
rmse when k is  13688 431.66904863575337
rmse when k is  13689 431.66904863575337
rmse when k is  13690 431.66904863575337
rmse when k is  13691 431.66904863575337
rmse when k is  13692 431.66904863575337
rmse when k is  13693 431.66904863575337
rmse when k is  13694 431.66904863575337
rmse when k is  13695 431.66904863575337
rmse when k is  13696 431.66904863575337
rmse when k is  13697 431.66904863575337
rmse when k is  13698 431.66904863575337
rmse when k is  13699 431.66904863575337
rmse when k is  13700 431.66904863575337
rmse when k is  13701 431.66904863575337
rmse when k is  13702 431.66904863575337
rmse when k is  13703 431.66904863575337
rmse when k is  13704 431.66904863575337
rmse when k is  13705 431.66904863575337
rmse when k is  13706 431.66904863575337
rmse when k is  13707 431.66904863575337
rmse when k is  13708 431.66904863575337
rmse when k is  13709 431.66904863575337
rmse when k is  13710 431.66904863575337
rmse when k is  13711 431.66904863575337
rmse when k is  13712 431.66904863575337
rmse when k is  13713 431.66904863575337
rmse when k is  13714 431.66904863575337
rmse when k is  13715 431.66904863575337
rmse when k is  13716 431.66904863575337
rmse when k is  13717 431.66904863575337
rmse when k is  13718 431.66904863575337
rmse when k is  13719 431.66904863575337
rmse when k is  13720 431.66904863575337
rmse when k is  13721 431.66904863575337
rmse when k is  13722 431.66904863575337
rmse when k is  13723 431.66904863575337
rmse when k is  13724 431.66904863575337
rmse when k is  13725 431.66904863575337
rmse when k is  13726 431.66904863575337
rmse when k is  13727 431.66904863575337
rmse when k is  13728 431.66904863575337
rmse when k is  13729 431.66904863575337
rmse when k is  13730 431.66904863575337
rmse when k is  13731 431.66904863575337
rmse when k is  13732 431.66904863575337
rmse when k is  13733 431.66904863575337
rmse when k is  13734 431.66904863575337
rmse when k is  13735 431.66904863575337
rmse when k is  13736 431.66904863575337
rmse when k is  13737 431.66904863575337
rmse when k is  13738 431.66904863575337
rmse when k is  13739 431.66904863575337
rmse when k is  13740 431.66904863575337
rmse when k is  13741 431.66904863575337
rmse when k is  13742 431.66904863575337
rmse when k is  13743 431.66904863575337
rmse when k is  13744 431.66904863575337
rmse when k is  13745 431.66904863575337
rmse when k is  13746 431.66904863575337
rmse when k is  13747 431.66904863575337
rmse when k is  13748 431.66904863575337
rmse when k is  13749 431.66904863575337
rmse when k is  13750 431.66904863575337
rmse when k is  13751 431.66904863575337
rmse when k is  13752 431.66904863575337
rmse when k is  13753 431.66904863575337
rmse when k is  13754 431.66904863575337
rmse when k is  13755 431.66904863575337
rmse when k is  13756 431.66904863575337
rmse when k is  13757 431.66904863575337
rmse when k is  13758 431.66904863575337
rmse when k is  13759 431.66904863575337
rmse when k is  13760 431.66904863575337
rmse when k is  13761 431.66904863575337
rmse when k is  13762 431.66904863575337
rmse when k is  13763 431.66904863575337
rmse when k is  13764 431.66904863575337
rmse when k is  13765 431.66904863575337
rmse when k is  13766 431.66904863575337
rmse when k is  13767 431.66904863575337
rmse when k is  13768 431.66904863575337
rmse when k is  13769 431.66904863575337
rmse when k is  13770 431.66904863575337
rmse when k is  13771 431.66904863575337
rmse when k is  13772 431.66904863575337
rmse when k is  13773 431.66904863575337
rmse when k is  13774 431.66904863575337
rmse when k is  13775 431.66904863575337
rmse when k is  13776 431.66904863575337
rmse when k is  13777 431.66904863575337
rmse when k is  13778 431.66904863575337
rmse when k is  13779 431.66904863575337
rmse when k is  13780 431.66904863575337
rmse when k is  13781 431.66904863575337
rmse when k is  13782 431.66904863575337
rmse when k is  13783 431.66904863575337
rmse when k is  13784 431.66904863575337
rmse when k is  13785 431.66904863575337
rmse when k is  13786 431.66904863575337
rmse when k is  13787 431.66904863575337
rmse when k is  13788 431.66904863575337
rmse when k is  13789 431.66904863575337
rmse when k is  13790 431.66904863575337
rmse when k is  13791 431.66904863575337
rmse when k is  13792 431.66904863575337
rmse when k is  13793 431.66904863575337
rmse when k is  13794 431.66904863575337
rmse when k is  13795 431.66904863575337
rmse when k is  13796 431.66904863575337
rmse when k is  13797 431.66904863575337
rmse when k is  13798 431.66904863575337
rmse when k is  13799 431.66904863575337
rmse when k is  13800 431.66904863575337
rmse when k is  13801 431.66904863575337
rmse when k is  13802 431.66904863575337
rmse when k is  13803 431.66904863575337
rmse when k is  13804 431.66904863575337
rmse when k is  13805 431.66904863575337
rmse when k is  13806 431.66904863575337
rmse when k is  13807 431.66904863575337
rmse when k is  13808 431.66904863575337
rmse when k is  13809 431.66904863575337
rmse when k is  13810 431.66904863575337
rmse when k is  13811 431.66904863575337
rmse when k is  13812 431.66904863575337
rmse when k is  13813 431.66904863575337
rmse when k is  13814 431.66904863575337
rmse when k is  13815 431.66904863575337
rmse when k is  13816 431.66904863575337
rmse when k is  13817 431.66904863575337
rmse when k is  13818 431.66904863575337
rmse when k is  13819 431.66904863575337
rmse when k is  13820 431.66904863575337
rmse when k is  13821 431.66904863575337
rmse when k is  13822 431.66904863575337
rmse when k is  13823 431.66904863575337
rmse when k is  13824 431.66904863575337
rmse when k is  13825 431.66904863575337
rmse when k is  13826 431.66904863575337
rmse when k is  13827 431.66904863575337
rmse when k is  13828 431.66904863575337
rmse when k is  13829 431.66904863575337
rmse when k is  13830 431.66904863575337
rmse when k is  13831 431.66904863575337
rmse when k is  13832 431.66904863575337
rmse when k is  13833 431.66904863575337
rmse when k is  13834 431.66904863575337
rmse when k is  13835 431.66904863575337
rmse when k is  13836 431.66904863575337
rmse when k is  13837 431.66904863575337
rmse when k is  13838 431.66904863575337
rmse when k is  13839 431.66904863575337
rmse when k is  13840 431.66904863575337
rmse when k is  13841 431.66904863575337
rmse when k is  13842 431.66904863575337
rmse when k is  13843 431.66904863575337
rmse when k is  13844 431.66904863575337
rmse when k is  13845 431.66904863575337
rmse when k is  13846 431.66904863575337
rmse when k is  13847 431.66904863575337
rmse when k is  13848 431.66904863575337
rmse when k is  13849 431.66904863575337
rmse when k is  13850 431.66904863575337
rmse when k is  13851 431.66904863575337
rmse when k is  13852 431.66904863575337
rmse when k is  13853 431.66904863575337
rmse when k is  13854 431.66904863575337
rmse when k is  13855 431.66904863575337
rmse when k is  13856 431.66904863575337
rmse when k is  13857 431.66904863575337
rmse when k is  13858 431.66904863575337
rmse when k is  13859 431.66904863575337
rmse when k is  13860 431.66904863575337
rmse when k is  13861 431.66904863575337
rmse when k is  13862 431.66904863575337
rmse when k is  13863 431.66904863575337
rmse when k is  13864 431.66904863575337
rmse when k is  13865 431.66904863575337
rmse when k is  13866 431.66904863575337
rmse when k is  13867 431.66904863575337
rmse when k is  13868 431.66904863575337
rmse when k is  13869 431.66904863575337
rmse when k is  13870 431.66904863575337
rmse when k is  13871 431.66904863575337
rmse when k is  13872 431.66904863575337
rmse when k is  13873 431.66904863575337
rmse when k is  13874 431.66904863575337
rmse when k is  13875 431.66904863575337
rmse when k is  13876 431.66904863575337
rmse when k is  13877 431.66904863575337
rmse when k is  13878 431.66904863575337
rmse when k is  13879 431.66904863575337
rmse when k is  13880 431.66904863575337
rmse when k is  13881 431.66904863575337
rmse when k is  13882 431.66904863575337
rmse when k is  13883 431.66904863575337
rmse when k is  13884 431.66904863575337
rmse when k is  13885 431.66904863575337
rmse when k is  13886 431.66904863575337
rmse when k is  13887 431.66904863575337
rmse when k is  13888 431.66904863575337
rmse when k is  13889 431.66904863575337
rmse when k is  13890 431.66904863575337
rmse when k is  13891 431.66904863575337
rmse when k is  13892 431.66904863575337
rmse when k is  13893 431.66904863575337
rmse when k is  13894 431.66904863575337
rmse when k is  13895 431.66904863575337
rmse when k is  13896 431.66904863575337
rmse when k is  13897 431.66904863575337
rmse when k is  13898 431.66904863575337
rmse when k is  13899 431.66904863575337
rmse when k is  13900 431.66904863575337
rmse when k is  13901 431.66904863575337
rmse when k is  13902 431.66904863575337
rmse when k is  13903 431.66904863575337
rmse when k is  13904 431.66904863575337
rmse when k is  13905 431.66904863575337
rmse when k is  13906 431.66904863575337
rmse when k is  13907 431.66904863575337
rmse when k is  13908 431.66904863575337
rmse when k is  13909 431.66904863575337
rmse when k is  13910 431.66904863575337
rmse when k is  13911 431.66904863575337
rmse when k is  13912 431.66904863575337
rmse when k is  13913 431.66904863575337
rmse when k is  13914 431.66904863575337
rmse when k is  13915 431.66904863575337
rmse when k is  13916 431.66904863575337
rmse when k is  13917 431.66904863575337
rmse when k is  13918 431.66904863575337
rmse when k is  13919 431.66904863575337
rmse when k is  13920 431.66904863575337
rmse when k is  13921 431.66904863575337
rmse when k is  13922 431.66904863575337
rmse when k is  13923 431.66904863575337
rmse when k is  13924 431.66904863575337
rmse when k is  13925 431.66904863575337
rmse when k is  13926 431.66904863575337
rmse when k is  13927 431.66904863575337
rmse when k is  13928 431.66904863575337
rmse when k is  13929 431.66904863575337
rmse when k is  13930 431.66904863575337
rmse when k is  13931 431.66904863575337
rmse when k is  13932 431.66904863575337
rmse when k is  13933 431.66904863575337
rmse when k is  13934 431.66904863575337
rmse when k is  13935 431.66904863575337
rmse when k is  13936 431.66904863575337
rmse when k is  13937 431.66904863575337
rmse when k is  13938 431.66904863575337
rmse when k is  13939 431.66904863575337
rmse when k is  13940 431.66904863575337
rmse when k is  13941 431.66904863575337
rmse when k is  13942 431.66904863575337
rmse when k is  13943 431.66904863575337
rmse when k is  13944 431.66904863575337
rmse when k is  13945 431.66904863575337
rmse when k is  13946 431.66904863575337
rmse when k is  13947 431.66904863575337
rmse when k is  13948 431.66904863575337
rmse when k is  13949 431.66904863575337
rmse when k is  13950 431.66904863575337
rmse when k is  13951 431.66904863575337
rmse when k is  13952 431.66904863575337
rmse when k is  13953 431.66904863575337
rmse when k is  13954 431.66904863575337
rmse when k is  13955 431.66904863575337
rmse when k is  13956 431.66904863575337
rmse when k is  13957 431.66904863575337
rmse when k is  13958 431.66904863575337
rmse when k is  13959 431.66904863575337
rmse when k is  13960 431.66904863575337
rmse when k is  13961 431.66904863575337
rmse when k is  13962 431.66904863575337
rmse when k is  13963 431.66904863575337
rmse when k is  13964 431.66904863575337
rmse when k is  13965 431.66904863575337
rmse when k is  13966 431.66904863575337
rmse when k is  13967 431.66904863575337
rmse when k is  13968 431.66904863575337
rmse when k is  13969 431.66904863575337
rmse when k is  13970 431.66904863575337
rmse when k is  13971 431.66904863575337
rmse when k is  13972 431.66904863575337
rmse when k is  13973 431.66904863575337
rmse when k is  13974 431.66904863575337
rmse when k is  13975 431.66904863575337
rmse when k is  13976 431.66904863575337
rmse when k is  13977 431.66904863575337
rmse when k is  13978 431.66904863575337
rmse when k is  13979 431.66904863575337
rmse when k is  13980 431.66904863575337
rmse when k is  13981 431.66904863575337
rmse when k is  13982 431.66904863575337
rmse when k is  13983 431.66904863575337
rmse when k is  13984 431.66904863575337
rmse when k is  13985 431.66904863575337
rmse when k is  13986 431.66904863575337
rmse when k is  13987 431.66904863575337
rmse when k is  13988 431.66904863575337
rmse when k is  13989 431.66904863575337
rmse when k is  13990 431.66904863575337
rmse when k is  13991 431.66904863575337
rmse when k is  13992 431.66904863575337
rmse when k is  13993 431.66904863575337
rmse when k is  13994 431.66904863575337
rmse when k is  13995 431.66904863575337
rmse when k is  13996 431.66904863575337
rmse when k is  13997 431.66904863575337
rmse when k is  13998 431.66904863575337
rmse when k is  13999 431.66904863575337
rmse when k is  14000 431.66904863575337
rmse when k is  14001 431.66904863575337
rmse when k is  14002 431.66904863575337
rmse when k is  14003 431.66904863575337
rmse when k is  14004 431.66904863575337
rmse when k is  14005 431.66904863575337
rmse when k is  14006 431.66904863575337
rmse when k is  14007 431.66904863575337
rmse when k is  14008 431.66904863575337
rmse when k is  14009 431.66904863575337
rmse when k is  14010 431.66904863575337
rmse when k is  14011 431.66904863575337
rmse when k is  14012 431.66904863575337
rmse when k is  14013 431.66904863575337
rmse when k is  14014 431.66904863575337
rmse when k is  14015 431.66904863575337
rmse when k is  14016 431.66904863575337
rmse when k is  14017 431.66904863575337
rmse when k is  14018 431.66904863575337
rmse when k is  14019 431.66904863575337
rmse when k is  14020 431.66904863575337
rmse when k is  14021 431.66904863575337
rmse when k is  14022 431.66904863575337
rmse when k is  14023 431.66904863575337
rmse when k is  14024 431.66904863575337
rmse when k is  14025 431.66904863575337
rmse when k is  14026 431.66904863575337
rmse when k is  14027 431.66904863575337
rmse when k is  14028 431.66904863575337
rmse when k is  14029 431.66904863575337
rmse when k is  14030 431.66904863575337
rmse when k is  14031 431.66904863575337
rmse when k is  14032 431.66904863575337
rmse when k is  14033 431.66904863575337
rmse when k is  14034 431.66904863575337
rmse when k is  14035 431.66904863575337
rmse when k is  14036 431.66904863575337
rmse when k is  14037 431.66904863575337
rmse when k is  14038 431.66904863575337
rmse when k is  14039 431.66904863575337
rmse when k is  14040 431.66904863575337
rmse when k is  14041 431.66904863575337
rmse when k is  14042 431.66904863575337
rmse when k is  14043 431.66904863575337
rmse when k is  14044 431.66904863575337
rmse when k is  14045 431.66904863575337
rmse when k is  14046 431.66904863575337
rmse when k is  14047 431.66904863575337
rmse when k is  14048 431.66904863575337
rmse when k is  14049 431.66904863575337
rmse when k is  14050 431.66904863575337
rmse when k is  14051 431.66904863575337
rmse when k is  14052 431.66904863575337
rmse when k is  14053 431.66904863575337
rmse when k is  14054 431.66904863575337
rmse when k is  14055 431.66904863575337
rmse when k is  14056 431.66904863575337
rmse when k is  14057 431.66904863575337
rmse when k is  14058 431.66904863575337
rmse when k is  14059 431.66904863575337
rmse when k is  14060 431.66904863575337
rmse when k is  14061 431.66904863575337
rmse when k is  14062 431.66904863575337
rmse when k is  14063 431.66904863575337
rmse when k is  14064 431.66904863575337
rmse when k is  14065 431.66904863575337
rmse when k is  14066 431.66904863575337
rmse when k is  14067 431.66904863575337
rmse when k is  14068 431.66904863575337
rmse when k is  14069 431.66904863575337
rmse when k is  14070 431.66904863575337
rmse when k is  14071 431.66904863575337
rmse when k is  14072 431.66904863575337
rmse when k is  14073 431.66904863575337
rmse when k is  14074 431.66904863575337
rmse when k is  14075 431.66904863575337
rmse when k is  14076 431.66904863575337
rmse when k is  14077 431.66904863575337
rmse when k is  14078 431.66904863575337
rmse when k is  14079 431.66904863575337
rmse when k is  14080 431.66904863575337
rmse when k is  14081 431.66904863575337
rmse when k is  14082 431.66904863575337
rmse when k is  14083 431.66904863575337
rmse when k is  14084 431.66904863575337
rmse when k is  14085 431.66904863575337
rmse when k is  14086 431.66904863575337
rmse when k is  14087 431.66904863575337
rmse when k is  14088 431.66904863575337
rmse when k is  14089 431.66904863575337
rmse when k is  14090 431.66904863575337
rmse when k is  14091 431.66904863575337
rmse when k is  14092 431.66904863575337
rmse when k is  14093 431.66904863575337
rmse when k is  14094 431.66904863575337
rmse when k is  14095 431.66904863575337
rmse when k is  14096 431.66904863575337
rmse when k is  14097 431.66904863575337
rmse when k is  14098 431.66904863575337
rmse when k is  14099 431.66904863575337
rmse when k is  14100 431.66904863575337
rmse when k is  14101 431.66904863575337
rmse when k is  14102 431.66904863575337
rmse when k is  14103 431.66904863575337
rmse when k is  14104 431.66904863575337
rmse when k is  14105 431.66904863575337
rmse when k is  14106 431.66904863575337
rmse when k is  14107 431.66904863575337
rmse when k is  14108 431.66904863575337
rmse when k is  14109 431.66904863575337
rmse when k is  14110 431.66904863575337
rmse when k is  14111 431.66904863575337
rmse when k is  14112 431.66904863575337
rmse when k is  14113 431.66904863575337
rmse when k is  14114 431.66904863575337
rmse when k is  14115 431.66904863575337
rmse when k is  14116 431.66904863575337
rmse when k is  14117 431.66904863575337
rmse when k is  14118 431.66904863575337
rmse when k is  14119 431.66904863575337
rmse when k is  14120 431.66904863575337
rmse when k is  14121 431.66904863575337
rmse when k is  14122 431.66904863575337
rmse when k is  14123 431.66904863575337
rmse when k is  14124 431.66904863575337
rmse when k is  14125 431.66904863575337
rmse when k is  14126 431.66904863575337
rmse when k is  14127 431.66904863575337
rmse when k is  14128 431.66904863575337
rmse when k is  14129 431.66904863575337
rmse when k is  14130 431.66904863575337
rmse when k is  14131 431.66904863575337
rmse when k is  14132 431.66904863575337
rmse when k is  14133 431.66904863575337
rmse when k is  14134 431.66904863575337
rmse when k is  14135 431.66904863575337
rmse when k is  14136 431.66904863575337
rmse when k is  14137 431.66904863575337
rmse when k is  14138 431.66904863575337
rmse when k is  14139 431.66904863575337
rmse when k is  14140 431.66904863575337
rmse when k is  14141 431.66904863575337
rmse when k is  14142 431.66904863575337
rmse when k is  14143 431.66904863575337
rmse when k is  14144 431.66904863575337
rmse when k is  14145 431.66904863575337
rmse when k is  14146 431.66904863575337
rmse when k is  14147 431.66904863575337
rmse when k is  14148 431.66904863575337
rmse when k is  14149 431.66904863575337
rmse when k is  14150 431.66904863575337
rmse when k is  14151 431.66904863575337
rmse when k is  14152 431.66904863575337
rmse when k is  14153 431.66904863575337
rmse when k is  14154 431.66904863575337
rmse when k is  14155 431.66904863575337
rmse when k is  14156 431.66904863575337
rmse when k is  14157 431.66904863575337
rmse when k is  14158 431.66904863575337
rmse when k is  14159 431.66904863575337
rmse when k is  14160 431.66904863575337
rmse when k is  14161 431.66904863575337
rmse when k is  14162 431.66904863575337
rmse when k is  14163 431.66904863575337
rmse when k is  14164 431.66904863575337
rmse when k is  14165 431.66904863575337
rmse when k is  14166 431.66904863575337
rmse when k is  14167 431.66904863575337
rmse when k is  14168 431.66904863575337
rmse when k is  14169 431.66904863575337
rmse when k is  14170 431.66904863575337
rmse when k is  14171 431.66904863575337
rmse when k is  14172 431.66904863575337
rmse when k is  14173 431.66904863575337
rmse when k is  14174 431.66904863575337
rmse when k is  14175 431.66904863575337
rmse when k is  14176 431.66904863575337
rmse when k is  14177 431.66904863575337
rmse when k is  14178 431.66904863575337
rmse when k is  14179 431.66904863575337
rmse when k is  14180 431.66904863575337
rmse when k is  14181 431.66904863575337
rmse when k is  14182 431.66904863575337
rmse when k is  14183 431.66904863575337
rmse when k is  14184 431.66904863575337
rmse when k is  14185 431.66904863575337
rmse when k is  14186 431.66904863575337
rmse when k is  14187 431.66904863575337
rmse when k is  14188 431.66904863575337
rmse when k is  14189 431.66904863575337
rmse when k is  14190 431.66904863575337
rmse when k is  14191 431.66904863575337
rmse when k is  14192 431.66904863575337
rmse when k is  14193 431.66904863575337
rmse when k is  14194 431.66904863575337
rmse when k is  14195 431.66904863575337
rmse when k is  14196 431.66904863575337
rmse when k is  14197 431.66904863575337
rmse when k is  14198 431.66904863575337
rmse when k is  14199 431.66904863575337
rmse when k is  14200 431.66904863575337
rmse when k is  14201 431.66904863575337
rmse when k is  14202 431.66904863575337
rmse when k is  14203 431.66904863575337
rmse when k is  14204 431.66904863575337
rmse when k is  14205 431.66904863575337
rmse when k is  14206 431.66904863575337
rmse when k is  14207 431.66904863575337
rmse when k is  14208 431.66904863575337
rmse when k is  14209 431.66904863575337
rmse when k is  14210 431.66904863575337
rmse when k is  14211 431.66904863575337
rmse when k is  14212 431.66904863575337
rmse when k is  14213 431.66904863575337
rmse when k is  14214 431.66904863575337
rmse when k is  14215 431.66904863575337
rmse when k is  14216 431.66904863575337
rmse when k is  14217 431.66904863575337
rmse when k is  14218 431.66904863575337
rmse when k is  14219 431.66904863575337
rmse when k is  14220 431.66904863575337
rmse when k is  14221 431.66904863575337
rmse when k is  14222 431.66904863575337
rmse when k is  14223 431.66904863575337
rmse when k is  14224 431.66904863575337
rmse when k is  14225 431.66904863575337
rmse when k is  14226 431.66904863575337
rmse when k is  14227 431.66904863575337
rmse when k is  14228 431.66904863575337
rmse when k is  14229 431.66904863575337
rmse when k is  14230 431.66904863575337
rmse when k is  14231 431.66904863575337
rmse when k is  14232 431.66904863575337
rmse when k is  14233 431.66904863575337
rmse when k is  14234 431.66904863575337
rmse when k is  14235 431.66904863575337
rmse when k is  14236 431.66904863575337
rmse when k is  14237 431.66904863575337
rmse when k is  14238 431.66904863575337
rmse when k is  14239 431.66904863575337
rmse when k is  14240 431.66904863575337
rmse when k is  14241 431.66904863575337
rmse when k is  14242 431.66904863575337
rmse when k is  14243 431.66904863575337
rmse when k is  14244 431.66904863575337
rmse when k is  14245 431.66904863575337
rmse when k is  14246 431.66904863575337
rmse when k is  14247 431.66904863575337
rmse when k is  14248 431.66904863575337
rmse when k is  14249 431.66904863575337
rmse when k is  14250 431.66904863575337
rmse when k is  14251 431.66904863575337
rmse when k is  14252 431.66904863575337
rmse when k is  14253 431.66904863575337
rmse when k is  14254 431.66904863575337
rmse when k is  14255 431.66904863575337
rmse when k is  14256 431.66904863575337
rmse when k is  14257 431.66904863575337
rmse when k is  14258 431.66904863575337
rmse when k is  14259 431.66904863575337
rmse when k is  14260 431.66904863575337
rmse when k is  14261 431.66904863575337
rmse when k is  14262 431.66904863575337
rmse when k is  14263 431.66904863575337
rmse when k is  14264 431.66904863575337
rmse when k is  14265 431.66904863575337
rmse when k is  14266 431.66904863575337
rmse when k is  14267 431.66904863575337
rmse when k is  14268 431.66904863575337
rmse when k is  14269 431.66904863575337
rmse when k is  14270 431.66904863575337
rmse when k is  14271 431.66904863575337
rmse when k is  14272 431.66904863575337
rmse when k is  14273 431.66904863575337
rmse when k is  14274 431.66904863575337
rmse when k is  14275 431.66904863575337
rmse when k is  14276 431.66904863575337
rmse when k is  14277 431.66904863575337
rmse when k is  14278 431.66904863575337
rmse when k is  14279 431.66904863575337
rmse when k is  14280 431.66904863575337
rmse when k is  14281 431.66904863575337
rmse when k is  14282 431.66904863575337
rmse when k is  14283 431.66904863575337
rmse when k is  14284 431.66904863575337
rmse when k is  14285 431.66904863575337
rmse when k is  14286 431.66904863575337
rmse when k is  14287 431.66904863575337
rmse when k is  14288 431.66904863575337
rmse when k is  14289 431.66904863575337
rmse when k is  14290 431.66904863575337
rmse when k is  14291 431.66904863575337
rmse when k is  14292 431.66904863575337
rmse when k is  14293 431.66904863575337
rmse when k is  14294 431.66904863575337
rmse when k is  14295 431.66904863575337
rmse when k is  14296 431.66904863575337
rmse when k is  14297 431.66904863575337
rmse when k is  14298 431.66904863575337
rmse when k is  14299 431.66904863575337
rmse when k is  14300 431.66904863575337
rmse when k is  14301 431.66904863575337
rmse when k is  14302 431.66904863575337
rmse when k is  14303 431.66904863575337
rmse when k is  14304 431.66904863575337
rmse when k is  14305 431.66904863575337
rmse when k is  14306 431.66904863575337
rmse when k is  14307 431.66904863575337
rmse when k is  14308 431.66904863575337
rmse when k is  14309 431.66904863575337
rmse when k is  14310 431.66904863575337
rmse when k is  14311 431.66904863575337
rmse when k is  14312 431.66904863575337
rmse when k is  14313 431.66904863575337
rmse when k is  14314 431.66904863575337
rmse when k is  14315 431.66904863575337
rmse when k is  14316 431.66904863575337
rmse when k is  14317 431.66904863575337
rmse when k is  14318 431.66904863575337
rmse when k is  14319 431.66904863575337
rmse when k is  14320 431.66904863575337
rmse when k is  14321 431.66904863575337
rmse when k is  14322 431.66904863575337
rmse when k is  14323 431.66904863575337
rmse when k is  14324 431.66904863575337
rmse when k is  14325 431.66904863575337
rmse when k is  14326 431.66904863575337
rmse when k is  14327 431.66904863575337
rmse when k is  14328 431.66904863575337
rmse when k is  14329 431.66904863575337
rmse when k is  14330 431.66904863575337
rmse when k is  14331 431.66904863575337
rmse when k is  14332 431.66904863575337
rmse when k is  14333 431.66904863575337
rmse when k is  14334 431.66904863575337
rmse when k is  14335 431.66904863575337
rmse when k is  14336 431.66904863575337
rmse when k is  14337 431.66904863575337
rmse when k is  14338 431.66904863575337
rmse when k is  14339 431.66904863575337
rmse when k is  14340 431.66904863575337
rmse when k is  14341 431.66904863575337
rmse when k is  14342 431.66904863575337
rmse when k is  14343 431.66904863575337
rmse when k is  14344 431.66904863575337
rmse when k is  14345 431.66904863575337
rmse when k is  14346 431.66904863575337
rmse when k is  14347 431.66904863575337
rmse when k is  14348 431.66904863575337
rmse when k is  14349 431.66904863575337
rmse when k is  14350 431.66904863575337
rmse when k is  14351 431.66904863575337
rmse when k is  14352 431.66904863575337
rmse when k is  14353 431.66904863575337
rmse when k is  14354 431.66904863575337
rmse when k is  14355 431.66904863575337
rmse when k is  14356 431.66904863575337
rmse when k is  14357 431.66904863575337
rmse when k is  14358 431.66904863575337
rmse when k is  14359 431.66904863575337
rmse when k is  14360 431.66904863575337
rmse when k is  14361 431.66904863575337
rmse when k is  14362 431.66904863575337
rmse when k is  14363 431.66904863575337
rmse when k is  14364 431.66904863575337
rmse when k is  14365 431.66904863575337
rmse when k is  14366 431.66904863575337
rmse when k is  14367 431.66904863575337
rmse when k is  14368 431.66904863575337
rmse when k is  14369 431.66904863575337
rmse when k is  14370 431.66904863575337
rmse when k is  14371 431.66904863575337
rmse when k is  14372 431.66904863575337
rmse when k is  14373 431.66904863575337
rmse when k is  14374 431.66904863575337
rmse when k is  14375 431.66904863575337
rmse when k is  14376 431.66904863575337
rmse when k is  14377 431.66904863575337
rmse when k is  14378 431.66904863575337
rmse when k is  14379 431.66904863575337
rmse when k is  14380 431.66904863575337
rmse when k is  14381 431.66904863575337
rmse when k is  14382 431.66904863575337
rmse when k is  14383 431.66904863575337
rmse when k is  14384 431.66904863575337
rmse when k is  14385 431.66904863575337
rmse when k is  14386 431.66904863575337
rmse when k is  14387 431.66904863575337
rmse when k is  14388 431.66904863575337
rmse when k is  14389 431.66904863575337
rmse when k is  14390 431.66904863575337
rmse when k is  14391 431.66904863575337
rmse when k is  14392 431.66904863575337
rmse when k is  14393 431.66904863575337
rmse when k is  14394 431.66904863575337
rmse when k is  14395 431.66904863575337
rmse when k is  14396 431.66904863575337
rmse when k is  14397 431.66904863575337
rmse when k is  14398 431.66904863575337
rmse when k is  14399 431.66904863575337
rmse when k is  14400 431.66904863575337
rmse when k is  14401 431.66904863575337
rmse when k is  14402 431.66904863575337
rmse when k is  14403 431.66904863575337
rmse when k is  14404 431.66904863575337
rmse when k is  14405 431.66904863575337
rmse when k is  14406 431.66904863575337
rmse when k is  14407 431.66904863575337
rmse when k is  14408 431.66904863575337
rmse when k is  14409 431.66904863575337
rmse when k is  14410 431.66904863575337
rmse when k is  14411 431.66904863575337
rmse when k is  14412 431.66904863575337
rmse when k is  14413 431.66904863575337
rmse when k is  14414 431.66904863575337
rmse when k is  14415 431.66904863575337
rmse when k is  14416 431.66904863575337
rmse when k is  14417 431.66904863575337
rmse when k is  14418 431.66904863575337
rmse when k is  14419 431.66904863575337
rmse when k is  14420 431.66904863575337
rmse when k is  14421 431.66904863575337
rmse when k is  14422 431.66904863575337
rmse when k is  14423 431.66904863575337
rmse when k is  14424 431.66904863575337
rmse when k is  14425 431.66904863575337
rmse when k is  14426 431.66904863575337
rmse when k is  14427 431.66904863575337
rmse when k is  14428 431.66904863575337
rmse when k is  14429 431.66904863575337
rmse when k is  14430 431.66904863575337
rmse when k is  14431 431.66904863575337
rmse when k is  14432 431.66904863575337
rmse when k is  14433 431.66904863575337
rmse when k is  14434 431.66904863575337
rmse when k is  14435 431.66904863575337
rmse when k is  14436 431.66904863575337
rmse when k is  14437 431.66904863575337
rmse when k is  14438 431.66904863575337
rmse when k is  14439 431.66904863575337
rmse when k is  14440 431.66904863575337
rmse when k is  14441 431.66904863575337
rmse when k is  14442 431.66904863575337
rmse when k is  14443 431.66904863575337
rmse when k is  14444 431.66904863575337
rmse when k is  14445 431.66904863575337
rmse when k is  14446 431.66904863575337
rmse when k is  14447 431.66904863575337
rmse when k is  14448 431.66904863575337
rmse when k is  14449 431.66904863575337
rmse when k is  14450 431.66904863575337
rmse when k is  14451 431.66904863575337
rmse when k is  14452 431.66904863575337
rmse when k is  14453 431.66904863575337
rmse when k is  14454 431.66904863575337
rmse when k is  14455 431.66904863575337
rmse when k is  14456 431.66904863575337
rmse when k is  14457 431.66904863575337
rmse when k is  14458 431.66904863575337
rmse when k is  14459 431.66904863575337
rmse when k is  14460 431.66904863575337
rmse when k is  14461 431.66904863575337
rmse when k is  14462 431.66904863575337
rmse when k is  14463 431.66904863575337
rmse when k is  14464 431.66904863575337
rmse when k is  14465 431.66904863575337
rmse when k is  14466 431.66904863575337
rmse when k is  14467 431.66904863575337
rmse when k is  14468 431.66904863575337
rmse when k is  14469 431.66904863575337
rmse when k is  14470 431.66904863575337
rmse when k is  14471 431.66904863575337
rmse when k is  14472 431.66904863575337
rmse when k is  14473 431.66904863575337
rmse when k is  14474 431.66904863575337
rmse when k is  14475 431.66904863575337
rmse when k is  14476 431.66904863575337
rmse when k is  14477 431.66904863575337
rmse when k is  14478 431.66904863575337
rmse when k is  14479 431.66904863575337
rmse when k is  14480 431.66904863575337
rmse when k is  14481 431.66904863575337
rmse when k is  14482 431.66904863575337
rmse when k is  14483 431.66904863575337
rmse when k is  14484 431.66904863575337
rmse when k is  14485 431.66904863575337
rmse when k is  14486 431.66904863575337
rmse when k is  14487 431.66904863575337
rmse when k is  14488 431.66904863575337
rmse when k is  14489 431.66904863575337
rmse when k is  14490 431.66904863575337
rmse when k is  14491 431.66904863575337
rmse when k is  14492 431.66904863575337
rmse when k is  14493 431.66904863575337
rmse when k is  14494 431.66904863575337
rmse when k is  14495 431.66904863575337
rmse when k is  14496 431.66904863575337
rmse when k is  14497 431.66904863575337
rmse when k is  14498 431.66904863575337
rmse when k is  14499 431.66904863575337
rmse when k is  14500 431.66904863575337
rmse when k is  14501 431.66904863575337
rmse when k is  14502 431.66904863575337
rmse when k is  14503 431.66904863575337
rmse when k is  14504 431.66904863575337
rmse when k is  14505 431.66904863575337
rmse when k is  14506 431.66904863575337
rmse when k is  14507 431.66904863575337
rmse when k is  14508 431.66904863575337
rmse when k is  14509 431.66904863575337
rmse when k is  14510 431.66904863575337
rmse when k is  14511 431.66904863575337
rmse when k is  14512 431.66904863575337
rmse when k is  14513 431.66904863575337
rmse when k is  14514 431.66904863575337
rmse when k is  14515 431.66904863575337
rmse when k is  14516 431.66904863575337
rmse when k is  14517 431.66904863575337
rmse when k is  14518 431.66904863575337
rmse when k is  14519 431.66904863575337
rmse when k is  14520 431.66904863575337
rmse when k is  14521 431.66904863575337
rmse when k is  14522 431.66904863575337
rmse when k is  14523 431.66904863575337
rmse when k is  14524 431.66904863575337
rmse when k is  14525 431.66904863575337
rmse when k is  14526 431.66904863575337
rmse when k is  14527 431.66904863575337
rmse when k is  14528 431.66904863575337
rmse when k is  14529 431.66904863575337
rmse when k is  14530 431.66904863575337
rmse when k is  14531 431.66904863575337
rmse when k is  14532 431.66904863575337
rmse when k is  14533 431.66904863575337
rmse when k is  14534 431.66904863575337
rmse when k is  14535 431.66904863575337
rmse when k is  14536 431.66904863575337
rmse when k is  14537 431.66904863575337
rmse when k is  14538 431.66904863575337
rmse when k is  14539 431.66904863575337
rmse when k is  14540 431.66904863575337
rmse when k is  14541 431.66904863575337
rmse when k is  14542 431.66904863575337
rmse when k is  14543 431.66904863575337
rmse when k is  14544 431.66904863575337
rmse when k is  14545 431.66904863575337
rmse when k is  14546 431.66904863575337
rmse when k is  14547 431.66904863575337
rmse when k is  14548 431.66904863575337
rmse when k is  14549 431.66904863575337
rmse when k is  14550 431.66904863575337
rmse when k is  14551 431.66904863575337
rmse when k is  14552 431.66904863575337
rmse when k is  14553 431.66904863575337
rmse when k is  14554 431.66904863575337
rmse when k is  14555 431.66904863575337
rmse when k is  14556 431.66904863575337
rmse when k is  14557 431.66904863575337
rmse when k is  14558 431.66904863575337
rmse when k is  14559 431.66904863575337
rmse when k is  14560 431.66904863575337
rmse when k is  14561 431.66904863575337
rmse when k is  14562 431.66904863575337
rmse when k is  14563 431.66904863575337
rmse when k is  14564 431.66904863575337
rmse when k is  14565 431.66904863575337
rmse when k is  14566 431.66904863575337
rmse when k is  14567 431.66904863575337
rmse when k is  14568 431.66904863575337
rmse when k is  14569 431.66904863575337
rmse when k is  14570 431.66904863575337
rmse when k is  14571 431.66904863575337
rmse when k is  14572 431.66904863575337
rmse when k is  14573 431.66904863575337
rmse when k is  14574 431.66904863575337
rmse when k is  14575 431.66904863575337
rmse when k is  14576 431.66904863575337
rmse when k is  14577 431.66904863575337
rmse when k is  14578 431.66904863575337
rmse when k is  14579 431.66904863575337
rmse when k is  14580 431.66904863575337
rmse when k is  14581 431.66904863575337
rmse when k is  14582 431.66904863575337
rmse when k is  14583 431.66904863575337
rmse when k is  14584 431.66904863575337
rmse when k is  14585 431.66904863575337
rmse when k is  14586 431.66904863575337
rmse when k is  14587 431.66904863575337
rmse when k is  14588 431.66904863575337
rmse when k is  14589 431.66904863575337
rmse when k is  14590 431.66904863575337
rmse when k is  14591 431.66904863575337
rmse when k is  14592 431.66904863575337
rmse when k is  14593 431.66904863575337
rmse when k is  14594 431.66904863575337
rmse when k is  14595 431.66904863575337
rmse when k is  14596 431.66904863575337
rmse when k is  14597 431.66904863575337
rmse when k is  14598 431.66904863575337
rmse when k is  14599 431.66904863575337
rmse when k is  14600 431.66904863575337
rmse when k is  14601 431.66904863575337
rmse when k is  14602 431.66904863575337
rmse when k is  14603 431.66904863575337
rmse when k is  14604 431.66904863575337
rmse when k is  14605 431.66904863575337
rmse when k is  14606 431.66904863575337
rmse when k is  14607 431.66904863575337
rmse when k is  14608 431.66904863575337
rmse when k is  14609 431.66904863575337
rmse when k is  14610 431.66904863575337
rmse when k is  14611 431.66904863575337
rmse when k is  14612 431.66904863575337
rmse when k is  14613 431.66904863575337
rmse when k is  14614 431.66904863575337
rmse when k is  14615 431.66904863575337
rmse when k is  14616 431.66904863575337
rmse when k is  14617 431.66904863575337
rmse when k is  14618 431.66904863575337
rmse when k is  14619 431.66904863575337
rmse when k is  14620 431.66904863575337
rmse when k is  14621 431.66904863575337
rmse when k is  14622 431.66904863575337
rmse when k is  14623 431.66904863575337
rmse when k is  14624 431.66904863575337
rmse when k is  14625 431.66904863575337
rmse when k is  14626 431.66904863575337
rmse when k is  14627 431.66904863575337
rmse when k is  14628 431.66904863575337
rmse when k is  14629 431.66904863575337
rmse when k is  14630 431.66904863575337
rmse when k is  14631 431.66904863575337
rmse when k is  14632 431.66904863575337
rmse when k is  14633 431.66904863575337
rmse when k is  14634 431.66904863575337
rmse when k is  14635 431.66904863575337
rmse when k is  14636 431.66904863575337
rmse when k is  14637 431.66904863575337
rmse when k is  14638 431.66904863575337
rmse when k is  14639 431.66904863575337
rmse when k is  14640 431.66904863575337
rmse when k is  14641 431.66904863575337
rmse when k is  14642 431.66904863575337
rmse when k is  14643 431.66904863575337
rmse when k is  14644 431.66904863575337
rmse when k is  14645 431.66904863575337
rmse when k is  14646 431.66904863575337
rmse when k is  14647 431.66904863575337
rmse when k is  14648 431.66904863575337
rmse when k is  14649 431.66904863575337
rmse when k is  14650 431.66904863575337
rmse when k is  14651 431.66904863575337
rmse when k is  14652 431.66904863575337
rmse when k is  14653 431.66904863575337
rmse when k is  14654 431.66904863575337
rmse when k is  14655 431.66904863575337
rmse when k is  14656 431.66904863575337
rmse when k is  14657 431.66904863575337
rmse when k is  14658 431.66904863575337
rmse when k is  14659 431.66904863575337
rmse when k is  14660 431.66904863575337
rmse when k is  14661 431.66904863575337
rmse when k is  14662 431.66904863575337
rmse when k is  14663 431.66904863575337
rmse when k is  14664 431.66904863575337
rmse when k is  14665 431.66904863575337
rmse when k is  14666 431.66904863575337
rmse when k is  14667 431.66904863575337
rmse when k is  14668 431.66904863575337
rmse when k is  14669 431.66904863575337
rmse when k is  14670 431.66904863575337
rmse when k is  14671 431.66904863575337
rmse when k is  14672 431.66904863575337
rmse when k is  14673 431.66904863575337
rmse when k is  14674 431.66904863575337
rmse when k is  14675 431.66904863575337
rmse when k is  14676 431.66904863575337
rmse when k is  14677 431.66904863575337
rmse when k is  14678 431.66904863575337
rmse when k is  14679 431.66904863575337
rmse when k is  14680 431.66904863575337
rmse when k is  14681 431.66904863575337
rmse when k is  14682 431.66904863575337
rmse when k is  14683 431.66904863575337
rmse when k is  14684 431.66904863575337
rmse when k is  14685 431.66904863575337
rmse when k is  14686 431.66904863575337
rmse when k is  14687 431.66904863575337
rmse when k is  14688 431.66904863575337
rmse when k is  14689 431.66904863575337
rmse when k is  14690 431.66904863575337
rmse when k is  14691 431.66904863575337
rmse when k is  14692 431.66904863575337
rmse when k is  14693 431.66904863575337
rmse when k is  14694 431.66904863575337
rmse when k is  14695 431.66904863575337
rmse when k is  14696 431.66904863575337
rmse when k is  14697 431.66904863575337
rmse when k is  14698 431.66904863575337
rmse when k is  14699 431.66904863575337
rmse when k is  14700 431.66904863575337
rmse when k is  14701 431.66904863575337
rmse when k is  14702 431.66904863575337
rmse when k is  14703 431.66904863575337
rmse when k is  14704 431.66904863575337
rmse when k is  14705 431.66904863575337
rmse when k is  14706 431.66904863575337
rmse when k is  14707 431.66904863575337
rmse when k is  14708 431.66904863575337
rmse when k is  14709 431.66904863575337
rmse when k is  14710 431.66904863575337
rmse when k is  14711 431.66904863575337
rmse when k is  14712 431.66904863575337
rmse when k is  14713 431.66904863575337
rmse when k is  14714 431.66904863575337
rmse when k is  14715 431.66904863575337
rmse when k is  14716 431.66904863575337
rmse when k is  14717 431.66904863575337
rmse when k is  14718 431.66904863575337
rmse when k is  14719 431.66904863575337
rmse when k is  14720 431.66904863575337
rmse when k is  14721 431.66904863575337
rmse when k is  14722 431.66904863575337
rmse when k is  14723 431.66904863575337
rmse when k is  14724 431.66904863575337
rmse when k is  14725 431.66904863575337
rmse when k is  14726 431.66904863575337
rmse when k is  14727 431.66904863575337
rmse when k is  14728 431.66904863575337
rmse when k is  14729 431.66904863575337
rmse when k is  14730 431.66904863575337
rmse when k is  14731 431.66904863575337
rmse when k is  14732 431.66904863575337
rmse when k is  14733 431.66904863575337
rmse when k is  14734 431.66904863575337
rmse when k is  14735 431.66904863575337
rmse when k is  14736 431.66904863575337
rmse when k is  14737 431.66904863575337
rmse when k is  14738 431.66904863575337
rmse when k is  14739 431.66904863575337
rmse when k is  14740 431.66904863575337
rmse when k is  14741 431.66904863575337
rmse when k is  14742 431.66904863575337
rmse when k is  14743 431.66904863575337
rmse when k is  14744 431.66904863575337
rmse when k is  14745 431.66904863575337
rmse when k is  14746 431.66904863575337
rmse when k is  14747 431.66904863575337
rmse when k is  14748 431.66904863575337
rmse when k is  14749 431.66904863575337
rmse when k is  14750 431.66904863575337
rmse when k is  14751 431.66904863575337
rmse when k is  14752 431.66904863575337
rmse when k is  14753 431.66904863575337
rmse when k is  14754 431.66904863575337
rmse when k is  14755 431.66904863575337
rmse when k is  14756 431.66904863575337
rmse when k is  14757 431.66904863575337
rmse when k is  14758 431.66904863575337
rmse when k is  14759 431.66904863575337
rmse when k is  14760 431.66904863575337
rmse when k is  14761 431.66904863575337
rmse when k is  14762 431.66904863575337
rmse when k is  14763 431.66904863575337
rmse when k is  14764 431.66904863575337
rmse when k is  14765 431.66904863575337
rmse when k is  14766 431.66904863575337
rmse when k is  14767 431.66904863575337
rmse when k is  14768 431.66904863575337
rmse when k is  14769 431.66904863575337
rmse when k is  14770 431.66904863575337
rmse when k is  14771 431.66904863575337
rmse when k is  14772 431.66904863575337
rmse when k is  14773 431.66904863575337
rmse when k is  14774 431.66904863575337
rmse when k is  14775 431.66904863575337
rmse when k is  14776 431.66904863575337
rmse when k is  14777 431.66904863575337
rmse when k is  14778 431.66904863575337
rmse when k is  14779 431.66904863575337
rmse when k is  14780 431.66904863575337
rmse when k is  14781 431.66904863575337
rmse when k is  14782 431.66904863575337
rmse when k is  14783 431.66904863575337
rmse when k is  14784 431.66904863575337
rmse when k is  14785 431.66904863575337
rmse when k is  14786 431.66904863575337
rmse when k is  14787 431.66904863575337
rmse when k is  14788 431.66904863575337
rmse when k is  14789 431.66904863575337
rmse when k is  14790 431.66904863575337
rmse when k is  14791 431.66904863575337
rmse when k is  14792 431.66904863575337
rmse when k is  14793 431.66904863575337
rmse when k is  14794 431.66904863575337
rmse when k is  14795 431.66904863575337
rmse when k is  14796 431.66904863575337
rmse when k is  14797 431.66904863575337
rmse when k is  14798 431.66904863575337
rmse when k is  14799 431.66904863575337
rmse when k is  14800 431.66904863575337
rmse when k is  14801 431.66904863575337
rmse when k is  14802 431.66904863575337
rmse when k is  14803 431.66904863575337
rmse when k is  14804 431.66904863575337
rmse when k is  14805 431.66904863575337
rmse when k is  14806 431.66904863575337
rmse when k is  14807 431.66904863575337
rmse when k is  14808 431.66904863575337
rmse when k is  14809 431.66904863575337
rmse when k is  14810 431.66904863575337
rmse when k is  14811 431.66904863575337
rmse when k is  14812 431.66904863575337
rmse when k is  14813 431.66904863575337
rmse when k is  14814 431.66904863575337
rmse when k is  14815 431.66904863575337
rmse when k is  14816 431.66904863575337
rmse when k is  14817 431.66904863575337
rmse when k is  14818 431.66904863575337
rmse when k is  14819 431.66904863575337
rmse when k is  14820 431.66904863575337
rmse when k is  14821 431.66904863575337
rmse when k is  14822 431.66904863575337
rmse when k is  14823 431.66904863575337
rmse when k is  14824 431.66904863575337
rmse when k is  14825 431.66904863575337
rmse when k is  14826 431.66904863575337
rmse when k is  14827 431.66904863575337
rmse when k is  14828 431.66904863575337
rmse when k is  14829 431.66904863575337
rmse when k is  14830 431.66904863575337
rmse when k is  14831 431.66904863575337
rmse when k is  14832 431.66904863575337
rmse when k is  14833 431.66904863575337
rmse when k is  14834 431.66904863575337
rmse when k is  14835 431.66904863575337
rmse when k is  14836 431.66904863575337
rmse when k is  14837 431.66904863575337
rmse when k is  14838 431.66904863575337
rmse when k is  14839 431.66904863575337
rmse when k is  14840 431.66904863575337
rmse when k is  14841 431.66904863575337
rmse when k is  14842 431.66904863575337
rmse when k is  14843 431.66904863575337
rmse when k is  14844 431.66904863575337
rmse when k is  14845 431.66904863575337
rmse when k is  14846 431.66904863575337
rmse when k is  14847 431.66904863575337
rmse when k is  14848 431.66904863575337
rmse when k is  14849 431.66904863575337
rmse when k is  14850 431.66904863575337
rmse when k is  14851 431.66904863575337
rmse when k is  14852 431.66904863575337
rmse when k is  14853 431.66904863575337
rmse when k is  14854 431.66904863575337
rmse when k is  14855 431.66904863575337
rmse when k is  14856 431.66904863575337
rmse when k is  14857 431.66904863575337
rmse when k is  14858 431.66904863575337
rmse when k is  14859 431.66904863575337
rmse when k is  14860 431.66904863575337
rmse when k is  14861 431.66904863575337
rmse when k is  14862 431.66904863575337
rmse when k is  14863 431.66904863575337
rmse when k is  14864 431.66904863575337
rmse when k is  14865 431.66904863575337
rmse when k is  14866 431.66904863575337
rmse when k is  14867 431.66904863575337
rmse when k is  14868 431.66904863575337
rmse when k is  14869 431.66904863575337
rmse when k is  14870 431.66904863575337
rmse when k is  14871 431.66904863575337
rmse when k is  14872 431.66904863575337
rmse when k is  14873 431.66904863575337
rmse when k is  14874 431.66904863575337
rmse when k is  14875 431.66904863575337
rmse when k is  14876 431.66904863575337
rmse when k is  14877 431.66904863575337
rmse when k is  14878 431.66904863575337
rmse when k is  14879 431.66904863575337
rmse when k is  14880 431.66904863575337
rmse when k is  14881 431.66904863575337
rmse when k is  14882 431.66904863575337
rmse when k is  14883 431.66904863575337
rmse when k is  14884 431.66904863575337
rmse when k is  14885 431.66904863575337
rmse when k is  14886 431.66904863575337
rmse when k is  14887 431.66904863575337
rmse when k is  14888 431.66904863575337
rmse when k is  14889 431.66904863575337
rmse when k is  14890 431.66904863575337
rmse when k is  14891 431.66904863575337
rmse when k is  14892 431.66904863575337
rmse when k is  14893 431.66904863575337
rmse when k is  14894 431.66904863575337
rmse when k is  14895 431.66904863575337
rmse when k is  14896 431.66904863575337
rmse when k is  14897 431.66904863575337
rmse when k is  14898 431.66904863575337
rmse when k is  14899 431.66904863575337
rmse when k is  14900 431.66904863575337
rmse when k is  14901 431.66904863575337
rmse when k is  14902 431.66904863575337
rmse when k is  14903 431.66904863575337
rmse when k is  14904 431.66904863575337
rmse when k is  14905 431.66904863575337
rmse when k is  14906 431.66904863575337
rmse when k is  14907 431.66904863575337
rmse when k is  14908 431.66904863575337
rmse when k is  14909 431.66904863575337
rmse when k is  14910 431.66904863575337
rmse when k is  14911 431.66904863575337
rmse when k is  14912 431.66904863575337
rmse when k is  14913 431.66904863575337
rmse when k is  14914 431.66904863575337
rmse when k is  14915 431.66904863575337
rmse when k is  14916 431.66904863575337
rmse when k is  14917 431.66904863575337
rmse when k is  14918 431.66904863575337
rmse when k is  14919 431.66904863575337
rmse when k is  14920 431.66904863575337
rmse when k is  14921 431.66904863575337
rmse when k is  14922 431.66904863575337
rmse when k is  14923 431.66904863575337
rmse when k is  14924 431.66904863575337
rmse when k is  14925 431.66904863575337
rmse when k is  14926 431.66904863575337
rmse when k is  14927 431.66904863575337
rmse when k is  14928 431.66904863575337
rmse when k is  14929 431.66904863575337
rmse when k is  14930 431.66904863575337
rmse when k is  14931 431.66904863575337
rmse when k is  14932 431.66904863575337
rmse when k is  14933 431.66904863575337
rmse when k is  14934 431.66904863575337
rmse when k is  14935 431.66904863575337
rmse when k is  14936 431.66904863575337
rmse when k is  14937 431.66904863575337
rmse when k is  14938 431.66904863575337
rmse when k is  14939 431.66904863575337
rmse when k is  14940 431.66904863575337
rmse when k is  14941 431.66904863575337
rmse when k is  14942 431.66904863575337
rmse when k is  14943 431.66904863575337
rmse when k is  14944 431.66904863575337
rmse when k is  14945 431.66904863575337
rmse when k is  14946 431.66904863575337
rmse when k is  14947 431.66904863575337
rmse when k is  14948 431.66904863575337
rmse when k is  14949 431.66904863575337
rmse when k is  14950 431.66904863575337
rmse when k is  14951 431.66904863575337
rmse when k is  14952 431.66904863575337
rmse when k is  14953 431.66904863575337
rmse when k is  14954 431.66904863575337
rmse when k is  14955 431.66904863575337
rmse when k is  14956 431.66904863575337
rmse when k is  14957 431.66904863575337
rmse when k is  14958 431.66904863575337
rmse when k is  14959 431.66904863575337
rmse when k is  14960 431.66904863575337
rmse when k is  14961 431.66904863575337
rmse when k is  14962 431.66904863575337
rmse when k is  14963 431.66904863575337
rmse when k is  14964 431.66904863575337
rmse when k is  14965 431.66904863575337
rmse when k is  14966 431.66904863575337
rmse when k is  14967 431.66904863575337
rmse when k is  14968 431.66904863575337
rmse when k is  14969 431.66904863575337
rmse when k is  14970 431.66904863575337
rmse when k is  14971 431.66904863575337
rmse when k is  14972 431.66904863575337
rmse when k is  14973 431.66904863575337
rmse when k is  14974 431.66904863575337
rmse when k is  14975 431.66904863575337
rmse when k is  14976 431.66904863575337
rmse when k is  14977 431.66904863575337
rmse when k is  14978 431.66904863575337
rmse when k is  14979 431.66904863575337
rmse when k is  14980 431.66904863575337
rmse when k is  14981 431.66904863575337
rmse when k is  14982 431.66904863575337
rmse when k is  14983 431.66904863575337
rmse when k is  14984 431.66904863575337
rmse when k is  14985 431.66904863575337
rmse when k is  14986 431.66904863575337
rmse when k is  14987 431.66904863575337
rmse when k is  14988 431.66904863575337
rmse when k is  14989 431.66904863575337
rmse when k is  14990 431.66904863575337
rmse when k is  14991 431.66904863575337
rmse when k is  14992 431.66904863575337
rmse when k is  14993 431.66904863575337
rmse when k is  14994 431.66904863575337
rmse when k is  14995 431.66904863575337
rmse when k is  14996 431.66904863575337
rmse when k is  14997 431.66904863575337
rmse when k is  14998 431.66904863575337
rmse when k is  14999 431.66904863575337
rmse when k is  15000 431.66904863575337
rmse when k is  15001 431.66904863575337
rmse when k is  15002 431.66904863575337
rmse when k is  15003 431.66904863575337
rmse when k is  15004 431.66904863575337
rmse when k is  15005 431.66904863575337
rmse when k is  15006 431.66904863575337
rmse when k is  15007 431.66904863575337
rmse when k is  15008 431.66904863575337
rmse when k is  15009 431.66904863575337
rmse when k is  15010 431.66904863575337
rmse when k is  15011 431.66904863575337
rmse when k is  15012 431.66904863575337
rmse when k is  15013 431.66904863575337
rmse when k is  15014 431.66904863575337
rmse when k is  15015 431.66904863575337
rmse when k is  15016 431.66904863575337
rmse when k is  15017 431.66904863575337
rmse when k is  15018 431.66904863575337
rmse when k is  15019 431.66904863575337
rmse when k is  15020 431.66904863575337
rmse when k is  15021 431.66904863575337
rmse when k is  15022 431.66904863575337
rmse when k is  15023 431.66904863575337
rmse when k is  15024 431.66904863575337
rmse when k is  15025 431.66904863575337
rmse when k is  15026 431.66904863575337
rmse when k is  15027 431.66904863575337
rmse when k is  15028 431.66904863575337
rmse when k is  15029 431.66904863575337
rmse when k is  15030 431.66904863575337
rmse when k is  15031 431.66904863575337
rmse when k is  15032 431.66904863575337
rmse when k is  15033 431.66904863575337
rmse when k is  15034 431.66904863575337
rmse when k is  15035 431.66904863575337
rmse when k is  15036 431.66904863575337
rmse when k is  15037 431.66904863575337
rmse when k is  15038 431.66904863575337
rmse when k is  15039 431.66904863575337
rmse when k is  15040 431.66904863575337
rmse when k is  15041 431.66904863575337
rmse when k is  15042 431.66904863575337
rmse when k is  15043 431.66904863575337
rmse when k is  15044 431.66904863575337
rmse when k is  15045 431.66904863575337
rmse when k is  15046 431.66904863575337
rmse when k is  15047 431.66904863575337
rmse when k is  15048 431.66904863575337
rmse when k is  15049 431.66904863575337
rmse when k is  15050 431.66904863575337
rmse when k is  15051 431.66904863575337
rmse when k is  15052 431.66904863575337
rmse when k is  15053 431.66904863575337
rmse when k is  15054 431.66904863575337
rmse when k is  15055 431.66904863575337
rmse when k is  15056 431.66904863575337
rmse when k is  15057 431.66904863575337
rmse when k is  15058 431.66904863575337
rmse when k is  15059 431.66904863575337
rmse when k is  15060 431.66904863575337
rmse when k is  15061 431.66904863575337
rmse when k is  15062 431.66904863575337
rmse when k is  15063 431.66904863575337
rmse when k is  15064 431.66904863575337
rmse when k is  15065 431.66904863575337
rmse when k is  15066 431.66904863575337
rmse when k is  15067 431.66904863575337
rmse when k is  15068 431.66904863575337
rmse when k is  15069 431.66904863575337
rmse when k is  15070 431.66904863575337
rmse when k is  15071 431.66904863575337
rmse when k is  15072 431.66904863575337
rmse when k is  15073 431.66904863575337
rmse when k is  15074 431.66904863575337
rmse when k is  15075 431.66904863575337
rmse when k is  15076 431.66904863575337
rmse when k is  15077 431.66904863575337
rmse when k is  15078 431.66904863575337
rmse when k is  15079 431.66904863575337
rmse when k is  15080 431.66904863575337
rmse when k is  15081 431.66904863575337
rmse when k is  15082 431.66904863575337
rmse when k is  15083 431.66904863575337
rmse when k is  15084 431.66904863575337
rmse when k is  15085 431.66904863575337
rmse when k is  15086 431.66904863575337
rmse when k is  15087 431.66904863575337
rmse when k is  15088 431.66904863575337
rmse when k is  15089 431.66904863575337
rmse when k is  15090 431.66904863575337
rmse when k is  15091 431.66904863575337
rmse when k is  15092 431.66904863575337
rmse when k is  15093 431.66904863575337
rmse when k is  15094 431.66904863575337
rmse when k is  15095 431.66904863575337
rmse when k is  15096 431.66904863575337
rmse when k is  15097 431.66904863575337
rmse when k is  15098 431.66904863575337
rmse when k is  15099 431.66904863575337
rmse when k is  15100 431.66904863575337
rmse when k is  15101 431.66904863575337
rmse when k is  15102 431.66904863575337
rmse when k is  15103 431.66904863575337
rmse when k is  15104 431.66904863575337
rmse when k is  15105 431.66904863575337
rmse when k is  15106 431.66904863575337
rmse when k is  15107 431.66904863575337
rmse when k is  15108 431.66904863575337
rmse when k is  15109 431.66904863575337
rmse when k is  15110 431.66904863575337
rmse when k is  15111 431.66904863575337
rmse when k is  15112 431.66904863575337
rmse when k is  15113 431.66904863575337
rmse when k is  15114 431.66904863575337
rmse when k is  15115 431.66904863575337
rmse when k is  15116 431.66904863575337
rmse when k is  15117 431.66904863575337
rmse when k is  15118 431.66904863575337
rmse when k is  15119 431.66904863575337
rmse when k is  15120 431.66904863575337
rmse when k is  15121 431.66904863575337
rmse when k is  15122 431.66904863575337
rmse when k is  15123 431.66904863575337
rmse when k is  15124 431.66904863575337
rmse when k is  15125 431.66904863575337
rmse when k is  15126 431.66904863575337
rmse when k is  15127 431.66904863575337
rmse when k is  15128 431.66904863575337
rmse when k is  15129 431.66904863575337
rmse when k is  15130 431.66904863575337
rmse when k is  15131 431.66904863575337
rmse when k is  15132 431.66904863575337
rmse when k is  15133 431.66904863575337
rmse when k is  15134 431.66904863575337
rmse when k is  15135 431.66904863575337
rmse when k is  15136 431.66904863575337
rmse when k is  15137 431.66904863575337
rmse when k is  15138 431.66904863575337
rmse when k is  15139 431.66904863575337
rmse when k is  15140 431.66904863575337
rmse when k is  15141 431.66904863575337
rmse when k is  15142 431.66904863575337
rmse when k is  15143 431.66904863575337
rmse when k is  15144 431.66904863575337
rmse when k is  15145 431.66904863575337
rmse when k is  15146 431.66904863575337
rmse when k is  15147 431.66904863575337
rmse when k is  15148 431.66904863575337
rmse when k is  15149 431.66904863575337
rmse when k is  15150 431.66904863575337
rmse when k is  15151 431.66904863575337
rmse when k is  15152 431.66904863575337
rmse when k is  15153 431.66904863575337
rmse when k is  15154 431.66904863575337
rmse when k is  15155 431.66904863575337
rmse when k is  15156 431.66904863575337
rmse when k is  15157 431.66904863575337
rmse when k is  15158 431.66904863575337
rmse when k is  15159 431.66904863575337
rmse when k is  15160 431.66904863575337
rmse when k is  15161 431.66904863575337
rmse when k is  15162 431.66904863575337
rmse when k is  15163 431.66904863575337
rmse when k is  15164 431.66904863575337
rmse when k is  15165 431.66904863575337
rmse when k is  15166 431.66904863575337
rmse when k is  15167 431.66904863575337
rmse when k is  15168 431.66904863575337
rmse when k is  15169 431.66904863575337
rmse when k is  15170 431.66904863575337
rmse when k is  15171 431.66904863575337
rmse when k is  15172 431.66904863575337
rmse when k is  15173 431.66904863575337
rmse when k is  15174 431.66904863575337
rmse when k is  15175 431.66904863575337
rmse when k is  15176 431.66904863575337
rmse when k is  15177 431.66904863575337
rmse when k is  15178 431.66904863575337
rmse when k is  15179 431.66904863575337
rmse when k is  15180 431.66904863575337
rmse when k is  15181 431.66904863575337
rmse when k is  15182 431.66904863575337
rmse when k is  15183 431.66904863575337
rmse when k is  15184 431.66904863575337
rmse when k is  15185 431.66904863575337
rmse when k is  15186 431.66904863575337
rmse when k is  15187 431.66904863575337
rmse when k is  15188 431.66904863575337
rmse when k is  15189 431.66904863575337
rmse when k is  15190 431.66904863575337
rmse when k is  15191 431.66904863575337
rmse when k is  15192 431.66904863575337
rmse when k is  15193 431.66904863575337
rmse when k is  15194 431.66904863575337
rmse when k is  15195 431.66904863575337
rmse when k is  15196 431.66904863575337
rmse when k is  15197 431.66904863575337
rmse when k is  15198 431.66904863575337
rmse when k is  15199 431.66904863575337
rmse when k is  15200 431.66904863575337
rmse when k is  15201 431.66904863575337
rmse when k is  15202 431.66904863575337
rmse when k is  15203 431.66904863575337
rmse when k is  15204 431.66904863575337
rmse when k is  15205 431.66904863575337
rmse when k is  15206 431.66904863575337
rmse when k is  15207 431.66904863575337
rmse when k is  15208 431.66904863575337
rmse when k is  15209 431.66904863575337
rmse when k is  15210 431.66904863575337
rmse when k is  15211 431.66904863575337
rmse when k is  15212 431.66904863575337
rmse when k is  15213 431.66904863575337
rmse when k is  15214 431.66904863575337
rmse when k is  15215 431.66904863575337
rmse when k is  15216 431.66904863575337
rmse when k is  15217 431.66904863575337
rmse when k is  15218 431.66904863575337
rmse when k is  15219 431.66904863575337
rmse when k is  15220 431.66904863575337
rmse when k is  15221 431.66904863575337
rmse when k is  15222 431.66904863575337
rmse when k is  15223 431.66904863575337
rmse when k is  15224 431.66904863575337
rmse when k is  15225 431.66904863575337
rmse when k is  15226 431.66904863575337
rmse when k is  15227 431.66904863575337
rmse when k is  15228 431.66904863575337
rmse when k is  15229 431.66904863575337
rmse when k is  15230 431.66904863575337
rmse when k is  15231 431.66904863575337
rmse when k is  15232 431.66904863575337
rmse when k is  15233 431.66904863575337
rmse when k is  15234 431.66904863575337
rmse when k is  15235 431.66904863575337
rmse when k is  15236 431.66904863575337
rmse when k is  15237 431.66904863575337
rmse when k is  15238 431.66904863575337
rmse when k is  15239 431.66904863575337
rmse when k is  15240 431.66904863575337
rmse when k is  15241 431.66904863575337
rmse when k is  15242 431.66904863575337
rmse when k is  15243 431.66904863575337
rmse when k is  15244 431.66904863575337
rmse when k is  15245 431.66904863575337
rmse when k is  15246 431.66904863575337
rmse when k is  15247 431.66904863575337
rmse when k is  15248 431.66904863575337
rmse when k is  15249 431.66904863575337
rmse when k is  15250 431.66904863575337
rmse when k is  15251 431.66904863575337
rmse when k is  15252 431.66904863575337
rmse when k is  15253 431.66904863575337
rmse when k is  15254 431.66904863575337
rmse when k is  15255 431.66904863575337
rmse when k is  15256 431.66904863575337
rmse when k is  15257 431.66904863575337
rmse when k is  15258 431.66904863575337
rmse when k is  15259 431.66904863575337
rmse when k is  15260 431.66904863575337
rmse when k is  15261 431.66904863575337
rmse when k is  15262 431.66904863575337
rmse when k is  15263 431.66904863575337
rmse when k is  15264 431.66904863575337
rmse when k is  15265 431.66904863575337
rmse when k is  15266 431.66904863575337
rmse when k is  15267 431.66904863575337
rmse when k is  15268 431.66904863575337
rmse when k is  15269 431.66904863575337
rmse when k is  15270 431.66904863575337
rmse when k is  15271 431.66904863575337
rmse when k is  15272 431.66904863575337
rmse when k is  15273 431.66904863575337
rmse when k is  15274 431.66904863575337
rmse when k is  15275 431.66904863575337
rmse when k is  15276 431.66904863575337
rmse when k is  15277 431.66904863575337
rmse when k is  15278 431.66904863575337
rmse when k is  15279 431.66904863575337
rmse when k is  15280 431.66904863575337
rmse when k is  15281 431.66904863575337
rmse when k is  15282 431.66904863575337
rmse when k is  15283 431.66904863575337
rmse when k is  15284 431.66904863575337
rmse when k is  15285 431.66904863575337
rmse when k is  15286 431.66904863575337
rmse when k is  15287 431.66904863575337
rmse when k is  15288 431.66904863575337
rmse when k is  15289 431.66904863575337
rmse when k is  15290 431.66904863575337
rmse when k is  15291 431.66904863575337
rmse when k is  15292 431.66904863575337
rmse when k is  15293 431.66904863575337
rmse when k is  15294 431.66904863575337
rmse when k is  15295 431.66904863575337
rmse when k is  15296 431.66904863575337
rmse when k is  15297 431.66904863575337
rmse when k is  15298 431.66904863575337
rmse when k is  15299 431.66904863575337
rmse when k is  15300 431.66904863575337
rmse when k is  15301 431.66904863575337
rmse when k is  15302 431.66904863575337
rmse when k is  15303 431.66904863575337
rmse when k is  15304 431.66904863575337
rmse when k is  15305 431.66904863575337
rmse when k is  15306 431.66904863575337
rmse when k is  15307 431.66904863575337
rmse when k is  15308 431.66904863575337
rmse when k is  15309 431.66904863575337
rmse when k is  15310 431.66904863575337
rmse when k is  15311 431.66904863575337
rmse when k is  15312 431.66904863575337
rmse when k is  15313 431.66904863575337
rmse when k is  15314 431.66904863575337
rmse when k is  15315 431.66904863575337
rmse when k is  15316 431.66904863575337
rmse when k is  15317 431.66904863575337
rmse when k is  15318 431.66904863575337
rmse when k is  15319 431.66904863575337
rmse when k is  15320 431.66904863575337
rmse when k is  15321 431.66904863575337
rmse when k is  15322 431.66904863575337
rmse when k is  15323 431.66904863575337
rmse when k is  15324 431.66904863575337
rmse when k is  15325 431.66904863575337
rmse when k is  15326 431.66904863575337
rmse when k is  15327 431.66904863575337
rmse when k is  15328 431.66904863575337
rmse when k is  15329 431.66904863575337
rmse when k is  15330 431.66904863575337
rmse when k is  15331 431.66904863575337
rmse when k is  15332 431.66904863575337
rmse when k is  15333 431.66904863575337
rmse when k is  15334 431.66904863575337
rmse when k is  15335 431.66904863575337
rmse when k is  15336 431.66904863575337
rmse when k is  15337 431.66904863575337
rmse when k is  15338 431.66904863575337
rmse when k is  15339 431.66904863575337
rmse when k is  15340 431.66904863575337
rmse when k is  15341 431.66904863575337
rmse when k is  15342 431.66904863575337
rmse when k is  15343 431.66904863575337
rmse when k is  15344 431.66904863575337
rmse when k is  15345 431.66904863575337
rmse when k is  15346 431.66904863575337
rmse when k is  15347 431.66904863575337
rmse when k is  15348 431.66904863575337
rmse when k is  15349 431.66904863575337
rmse when k is  15350 431.66904863575337
rmse when k is  15351 431.66904863575337
rmse when k is  15352 431.66904863575337
rmse when k is  15353 431.66904863575337
rmse when k is  15354 431.66904863575337
rmse when k is  15355 431.66904863575337
rmse when k is  15356 431.66904863575337
rmse when k is  15357 431.66904863575337
rmse when k is  15358 431.66904863575337
rmse when k is  15359 431.66904863575337
rmse when k is  15360 431.66904863575337
rmse when k is  15361 431.66904863575337
rmse when k is  15362 431.66904863575337
rmse when k is  15363 431.66904863575337
rmse when k is  15364 431.66904863575337
rmse when k is  15365 431.66904863575337
rmse when k is  15366 431.66904863575337
rmse when k is  15367 431.66904863575337
rmse when k is  15368 431.66904863575337
rmse when k is  15369 431.66904863575337
rmse when k is  15370 431.66904863575337
rmse when k is  15371 431.66904863575337
rmse when k is  15372 431.66904863575337
rmse when k is  15373 431.66904863575337
rmse when k is  15374 431.66904863575337
rmse when k is  15375 431.66904863575337
rmse when k is  15376 431.66904863575337
rmse when k is  15377 431.66904863575337
rmse when k is  15378 431.66904863575337
rmse when k is  15379 431.66904863575337
rmse when k is  15380 431.66904863575337
rmse when k is  15381 431.66904863575337
rmse when k is  15382 431.66904863575337
rmse when k is  15383 431.66904863575337
rmse when k is  15384 431.66904863575337
rmse when k is  15385 431.66904863575337
rmse when k is  15386 431.66904863575337
rmse when k is  15387 431.66904863575337
rmse when k is  15388 431.66904863575337
rmse when k is  15389 431.66904863575337
rmse when k is  15390 431.66904863575337
rmse when k is  15391 431.66904863575337
rmse when k is  15392 431.66904863575337
rmse when k is  15393 431.66904863575337
rmse when k is  15394 431.66904863575337
rmse when k is  15395 431.66904863575337
rmse when k is  15396 431.66904863575337
rmse when k is  15397 431.66904863575337
rmse when k is  15398 431.66904863575337
rmse when k is  15399 431.66904863575337
rmse when k is  15400 431.66904863575337
rmse when k is  15401 431.66904863575337
rmse when k is  15402 431.66904863575337
rmse when k is  15403 431.66904863575337
rmse when k is  15404 431.66904863575337
rmse when k is  15405 431.66904863575337
rmse when k is  15406 431.66904863575337
rmse when k is  15407 431.66904863575337
rmse when k is  15408 431.66904863575337
rmse when k is  15409 431.66904863575337
rmse when k is  15410 431.66904863575337
rmse when k is  15411 431.66904863575337
rmse when k is  15412 431.66904863575337
rmse when k is  15413 431.66904863575337
rmse when k is  15414 431.66904863575337
rmse when k is  15415 431.66904863575337
rmse when k is  15416 431.66904863575337
rmse when k is  15417 431.66904863575337
rmse when k is  15418 431.66904863575337
rmse when k is  15419 431.66904863575337
rmse when k is  15420 431.66904863575337
rmse when k is  15421 431.66904863575337
rmse when k is  15422 431.66904863575337
rmse when k is  15423 431.66904863575337
rmse when k is  15424 431.66904863575337
rmse when k is  15425 431.66904863575337
rmse when k is  15426 431.66904863575337
rmse when k is  15427 431.66904863575337
rmse when k is  15428 431.66904863575337
rmse when k is  15429 431.66904863575337
rmse when k is  15430 431.66904863575337
rmse when k is  15431 431.66904863575337
rmse when k is  15432 431.66904863575337
rmse when k is  15433 431.66904863575337
rmse when k is  15434 431.66904863575337
rmse when k is  15435 431.66904863575337
rmse when k is  15436 431.66904863575337
rmse when k is  15437 431.66904863575337
rmse when k is  15438 431.66904863575337
rmse when k is  15439 431.66904863575337
rmse when k is  15440 431.66904863575337
rmse when k is  15441 431.66904863575337
rmse when k is  15442 431.66904863575337
rmse when k is  15443 431.66904863575337
rmse when k is  15444 431.66904863575337
rmse when k is  15445 431.66904863575337
rmse when k is  15446 431.66904863575337
rmse when k is  15447 431.66904863575337
rmse when k is  15448 431.66904863575337
rmse when k is  15449 431.66904863575337
rmse when k is  15450 431.66904863575337
rmse when k is  15451 431.66904863575337
rmse when k is  15452 431.66904863575337
rmse when k is  15453 431.66904863575337
rmse when k is  15454 431.66904863575337
rmse when k is  15455 431.66904863575337
rmse when k is  15456 431.66904863575337
rmse when k is  15457 431.66904863575337
rmse when k is  15458 431.66904863575337
rmse when k is  15459 431.66904863575337
rmse when k is  15460 431.66904863575337
rmse when k is  15461 431.66904863575337
rmse when k is  15462 431.66904863575337
rmse when k is  15463 431.66904863575337
rmse when k is  15464 431.66904863575337
rmse when k is  15465 431.66904863575337
rmse when k is  15466 431.66904863575337
rmse when k is  15467 431.66904863575337
rmse when k is  15468 431.66904863575337
rmse when k is  15469 431.66904863575337
rmse when k is  15470 431.66904863575337
rmse when k is  15471 431.66904863575337
rmse when k is  15472 431.66904863575337
rmse when k is  15473 431.66904863575337
rmse when k is  15474 431.66904863575337
rmse when k is  15475 431.66904863575337
rmse when k is  15476 431.66904863575337
rmse when k is  15477 431.66904863575337
rmse when k is  15478 431.66904863575337
rmse when k is  15479 431.66904863575337
rmse when k is  15480 431.66904863575337
rmse when k is  15481 431.66904863575337
rmse when k is  15482 431.66904863575337
rmse when k is  15483 431.66904863575337
rmse when k is  15484 431.66904863575337
rmse when k is  15485 431.66904863575337
rmse when k is  15486 431.66904863575337
rmse when k is  15487 431.66904863575337
rmse when k is  15488 431.66904863575337
rmse when k is  15489 431.66904863575337
rmse when k is  15490 431.66904863575337
rmse when k is  15491 431.66904863575337
rmse when k is  15492 431.66904863575337
rmse when k is  15493 431.66904863575337
rmse when k is  15494 431.66904863575337
rmse when k is  15495 431.66904863575337
rmse when k is  15496 431.66904863575337
rmse when k is  15497 431.66904863575337
rmse when k is  15498 431.66904863575337
rmse when k is  15499 431.66904863575337
rmse when k is  15500 431.66904863575337
rmse when k is  15501 431.66904863575337
rmse when k is  15502 431.66904863575337
rmse when k is  15503 431.66904863575337
rmse when k is  15504 431.66904863575337
rmse when k is  15505 431.66904863575337
rmse when k is  15506 431.66904863575337
rmse when k is  15507 431.66904863575337
rmse when k is  15508 431.66904863575337
rmse when k is  15509 431.66904863575337
rmse when k is  15510 431.66904863575337
rmse when k is  15511 431.66904863575337
rmse when k is  15512 431.66904863575337
rmse when k is  15513 431.66904863575337
rmse when k is  15514 431.66904863575337
rmse when k is  15515 431.66904863575337
rmse when k is  15516 431.66904863575337
rmse when k is  15517 431.66904863575337
rmse when k is  15518 431.66904863575337
rmse when k is  15519 431.66904863575337
rmse when k is  15520 431.66904863575337
rmse when k is  15521 431.66904863575337
rmse when k is  15522 431.66904863575337
rmse when k is  15523 431.66904863575337
rmse when k is  15524 431.66904863575337
rmse when k is  15525 431.66904863575337
rmse when k is  15526 431.66904863575337
rmse when k is  15527 431.66904863575337
rmse when k is  15528 431.66904863575337
rmse when k is  15529 431.66904863575337
rmse when k is  15530 431.66904863575337
rmse when k is  15531 431.66904863575337
rmse when k is  15532 431.66904863575337
rmse when k is  15533 431.66904863575337
rmse when k is  15534 431.66904863575337
rmse when k is  15535 431.66904863575337
rmse when k is  15536 431.66904863575337
rmse when k is  15537 431.66904863575337
rmse when k is  15538 431.66904863575337
rmse when k is  15539 431.66904863575337
rmse when k is  15540 431.66904863575337
rmse when k is  15541 431.66904863575337
rmse when k is  15542 431.66904863575337
rmse when k is  15543 431.66904863575337
rmse when k is  15544 431.66904863575337
rmse when k is  15545 431.66904863575337
rmse when k is  15546 431.66904863575337
rmse when k is  15547 431.66904863575337
rmse when k is  15548 431.66904863575337
rmse when k is  15549 431.66904863575337
rmse when k is  15550 431.66904863575337
rmse when k is  15551 431.66904863575337
rmse when k is  15552 431.66904863575337
rmse when k is  15553 431.66904863575337
rmse when k is  15554 431.66904863575337
rmse when k is  15555 431.66904863575337
rmse when k is  15556 431.66904863575337
rmse when k is  15557 431.66904863575337
rmse when k is  15558 431.66904863575337
rmse when k is  15559 431.66904863575337
rmse when k is  15560 431.66904863575337
rmse when k is  15561 431.66904863575337
rmse when k is  15562 431.66904863575337
rmse when k is  15563 431.66904863575337
rmse when k is  15564 431.66904863575337
rmse when k is  15565 431.66904863575337
rmse when k is  15566 431.66904863575337
rmse when k is  15567 431.66904863575337
rmse when k is  15568 431.66904863575337
rmse when k is  15569 431.66904863575337
rmse when k is  15570 431.66904863575337
rmse when k is  15571 431.66904863575337
rmse when k is  15572 431.66904863575337
rmse when k is  15573 431.66904863575337
rmse when k is  15574 431.66904863575337
rmse when k is  15575 431.66904863575337
rmse when k is  15576 431.66904863575337
rmse when k is  15577 431.66904863575337
rmse when k is  15578 431.66904863575337
rmse when k is  15579 431.66904863575337
rmse when k is  15580 431.66904863575337
rmse when k is  15581 431.66904863575337
rmse when k is  15582 431.66904863575337
rmse when k is  15583 431.66904863575337
rmse when k is  15584 431.66904863575337
rmse when k is  15585 431.66904863575337
rmse when k is  15586 431.66904863575337
rmse when k is  15587 431.66904863575337
rmse when k is  15588 431.66904863575337
rmse when k is  15589 431.66904863575337
rmse when k is  15590 431.66904863575337
rmse when k is  15591 431.66904863575337
rmse when k is  15592 431.66904863575337
rmse when k is  15593 431.66904863575337
rmse when k is  15594 431.66904863575337
rmse when k is  15595 431.66904863575337
rmse when k is  15596 431.66904863575337
rmse when k is  15597 431.66904863575337
rmse when k is  15598 431.66904863575337
rmse when k is  15599 431.66904863575337
rmse when k is  15600 431.66904863575337
rmse when k is  15601 431.66904863575337
rmse when k is  15602 431.66904863575337
rmse when k is  15603 431.66904863575337
rmse when k is  15604 431.66904863575337
rmse when k is  15605 431.66904863575337
rmse when k is  15606 431.66904863575337
rmse when k is  15607 431.66904863575337
rmse when k is  15608 431.66904863575337
rmse when k is  15609 431.66904863575337
rmse when k is  15610 431.66904863575337
rmse when k is  15611 431.66904863575337
rmse when k is  15612 431.66904863575337
rmse when k is  15613 431.66904863575337
rmse when k is  15614 431.66904863575337
rmse when k is  15615 431.66904863575337
rmse when k is  15616 431.66904863575337
rmse when k is  15617 431.66904863575337
rmse when k is  15618 431.66904863575337
rmse when k is  15619 431.66904863575337
rmse when k is  15620 431.66904863575337
rmse when k is  15621 431.66904863575337
rmse when k is  15622 431.66904863575337
rmse when k is  15623 431.66904863575337
rmse when k is  15624 431.66904863575337
rmse when k is  15625 431.66904863575337
rmse when k is  15626 431.66904863575337
rmse when k is  15627 431.66904863575337
rmse when k is  15628 431.66904863575337
rmse when k is  15629 431.66904863575337
rmse when k is  15630 431.66904863575337
rmse when k is  15631 431.66904863575337
rmse when k is  15632 431.66904863575337
rmse when k is  15633 431.66904863575337
rmse when k is  15634 431.66904863575337
rmse when k is  15635 431.66904863575337
rmse when k is  15636 431.66904863575337
rmse when k is  15637 431.66904863575337
rmse when k is  15638 431.66904863575337
rmse when k is  15639 431.66904863575337
rmse when k is  15640 431.66904863575337
rmse when k is  15641 431.66904863575337
rmse when k is  15642 431.66904863575337
rmse when k is  15643 431.66904863575337
rmse when k is  15644 431.66904863575337
rmse when k is  15645 431.66904863575337
rmse when k is  15646 431.66904863575337
rmse when k is  15647 431.66904863575337
rmse when k is  15648 431.66904863575337
rmse when k is  15649 431.66904863575337
rmse when k is  15650 431.66904863575337
rmse when k is  15651 431.66904863575337
rmse when k is  15652 431.66904863575337
rmse when k is  15653 431.66904863575337
rmse when k is  15654 431.66904863575337
rmse when k is  15655 431.66904863575337
rmse when k is  15656 431.66904863575337
rmse when k is  15657 431.66904863575337
rmse when k is  15658 431.66904863575337
rmse when k is  15659 431.66904863575337
rmse when k is  15660 431.66904863575337
rmse when k is  15661 431.66904863575337
rmse when k is  15662 431.66904863575337
rmse when k is  15663 431.66904863575337
rmse when k is  15664 431.66904863575337
rmse when k is  15665 431.66904863575337
rmse when k is  15666 431.66904863575337
rmse when k is  15667 431.66904863575337
rmse when k is  15668 431.66904863575337
rmse when k is  15669 431.66904863575337
rmse when k is  15670 431.66904863575337
rmse when k is  15671 431.66904863575337
rmse when k is  15672 431.66904863575337
rmse when k is  15673 431.66904863575337
rmse when k is  15674 431.66904863575337
rmse when k is  15675 431.66904863575337
rmse when k is  15676 431.66904863575337
rmse when k is  15677 431.66904863575337
rmse when k is  15678 431.66904863575337
rmse when k is  15679 431.66904863575337
rmse when k is  15680 431.66904863575337
rmse when k is  15681 431.66904863575337
rmse when k is  15682 431.66904863575337
rmse when k is  15683 431.66904863575337
rmse when k is  15684 431.66904863575337
rmse when k is  15685 431.66904863575337
rmse when k is  15686 431.66904863575337
rmse when k is  15687 431.66904863575337
rmse when k is  15688 431.66904863575337
rmse when k is  15689 431.66904863575337
rmse when k is  15690 431.66904863575337
rmse when k is  15691 431.66904863575337
rmse when k is  15692 431.66904863575337
rmse when k is  15693 431.66904863575337
rmse when k is  15694 431.66904863575337
rmse when k is  15695 431.66904863575337
rmse when k is  15696 431.66904863575337
rmse when k is  15697 431.66904863575337
rmse when k is  15698 431.66904863575337
rmse when k is  15699 431.66904863575337
rmse when k is  15700 431.66904863575337
rmse when k is  15701 431.66904863575337
rmse when k is  15702 431.66904863575337
rmse when k is  15703 431.66904863575337
rmse when k is  15704 431.66904863575337
rmse when k is  15705 431.66904863575337
rmse when k is  15706 431.66904863575337
rmse when k is  15707 431.66904863575337
rmse when k is  15708 431.66904863575337
rmse when k is  15709 431.66904863575337
rmse when k is  15710 431.66904863575337
rmse when k is  15711 431.66904863575337
rmse when k is  15712 431.66904863575337
rmse when k is  15713 431.66904863575337
rmse when k is  15714 431.66904863575337
rmse when k is  15715 431.66904863575337
rmse when k is  15716 431.66904863575337
rmse when k is  15717 431.66904863575337
rmse when k is  15718 431.66904863575337
rmse when k is  15719 431.66904863575337
rmse when k is  15720 431.66904863575337
rmse when k is  15721 431.66904863575337
rmse when k is  15722 431.66904863575337
rmse when k is  15723 431.66904863575337
rmse when k is  15724 431.66904863575337
rmse when k is  15725 431.66904863575337
rmse when k is  15726 431.66904863575337
rmse when k is  15727 431.66904863575337
rmse when k is  15728 431.66904863575337
rmse when k is  15729 431.66904863575337
rmse when k is  15730 431.66904863575337
rmse when k is  15731 431.66904863575337
rmse when k is  15732 431.66904863575337
rmse when k is  15733 431.66904863575337
rmse when k is  15734 431.66904863575337
rmse when k is  15735 431.66904863575337
rmse when k is  15736 431.66904863575337
rmse when k is  15737 431.66904863575337
rmse when k is  15738 431.66904863575337
rmse when k is  15739 431.66904863575337
rmse when k is  15740 431.66904863575337
rmse when k is  15741 431.66904863575337
rmse when k is  15742 431.66904863575337
rmse when k is  15743 431.66904863575337
rmse when k is  15744 431.66904863575337
rmse when k is  15745 431.66904863575337
rmse when k is  15746 431.66904863575337
rmse when k is  15747 431.66904863575337
rmse when k is  15748 431.66904863575337
rmse when k is  15749 431.66904863575337
rmse when k is  15750 431.66904863575337
rmse when k is  15751 431.66904863575337
rmse when k is  15752 431.66904863575337
rmse when k is  15753 431.66904863575337
rmse when k is  15754 431.66904863575337
rmse when k is  15755 431.66904863575337
rmse when k is  15756 431.66904863575337
rmse when k is  15757 431.66904863575337
rmse when k is  15758 431.66904863575337
rmse when k is  15759 431.66904863575337
rmse when k is  15760 431.66904863575337
rmse when k is  15761 431.66904863575337
rmse when k is  15762 431.66904863575337
rmse when k is  15763 431.66904863575337
rmse when k is  15764 431.66904863575337
rmse when k is  15765 431.66904863575337
rmse when k is  15766 431.66904863575337
rmse when k is  15767 431.66904863575337
rmse when k is  15768 431.66904863575337
rmse when k is  15769 431.66904863575337
rmse when k is  15770 431.66904863575337
rmse when k is  15771 431.66904863575337
rmse when k is  15772 431.66904863575337
rmse when k is  15773 431.66904863575337
rmse when k is  15774 431.66904863575337
rmse when k is  15775 431.66904863575337
rmse when k is  15776 431.66904863575337
rmse when k is  15777 431.66904863575337
rmse when k is  15778 431.66904863575337
rmse when k is  15779 431.66904863575337
rmse when k is  15780 431.66904863575337
rmse when k is  15781 431.66904863575337
rmse when k is  15782 431.66904863575337
rmse when k is  15783 431.66904863575337
rmse when k is  15784 431.66904863575337
rmse when k is  15785 431.66904863575337
rmse when k is  15786 431.66904863575337
rmse when k is  15787 431.66904863575337
rmse when k is  15788 431.66904863575337
rmse when k is  15789 431.66904863575337
rmse when k is  15790 431.66904863575337
rmse when k is  15791 431.66904863575337
rmse when k is  15792 431.66904863575337
rmse when k is  15793 431.66904863575337
rmse when k is  15794 431.66904863575337
rmse when k is  15795 431.66904863575337
rmse when k is  15796 431.66904863575337
rmse when k is  15797 431.66904863575337
rmse when k is  15798 431.66904863575337
rmse when k is  15799 431.66904863575337
rmse when k is  15800 431.66904863575337
rmse when k is  15801 431.66904863575337
rmse when k is  15802 431.66904863575337
rmse when k is  15803 431.66904863575337
rmse when k is  15804 431.66904863575337
rmse when k is  15805 431.66904863575337
rmse when k is  15806 431.66904863575337
rmse when k is  15807 431.66904863575337
rmse when k is  15808 431.66904863575337
rmse when k is  15809 431.66904863575337
rmse when k is  15810 431.66904863575337
rmse when k is  15811 431.66904863575337
rmse when k is  15812 431.66904863575337
rmse when k is  15813 431.66904863575337
rmse when k is  15814 431.66904863575337
rmse when k is  15815 431.66904863575337
rmse when k is  15816 431.66904863575337
rmse when k is  15817 431.66904863575337
rmse when k is  15818 431.66904863575337
rmse when k is  15819 431.66904863575337
rmse when k is  15820 431.66904863575337
rmse when k is  15821 431.66904863575337
rmse when k is  15822 431.66904863575337
rmse when k is  15823 431.66904863575337
rmse when k is  15824 431.66904863575337
rmse when k is  15825 431.66904863575337
rmse when k is  15826 431.66904863575337
rmse when k is  15827 431.66904863575337
rmse when k is  15828 431.66904863575337
rmse when k is  15829 431.66904863575337
rmse when k is  15830 431.66904863575337
rmse when k is  15831 431.66904863575337
rmse when k is  15832 431.66904863575337
rmse when k is  15833 431.66904863575337
rmse when k is  15834 431.66904863575337
rmse when k is  15835 431.66904863575337
rmse when k is  15836 431.66904863575337
rmse when k is  15837 431.66904863575337
rmse when k is  15838 431.66904863575337
rmse when k is  15839 431.66904863575337
rmse when k is  15840 431.66904863575337
rmse when k is  15841 431.66904863575337
rmse when k is  15842 431.66904863575337
rmse when k is  15843 431.66904863575337
rmse when k is  15844 431.66904863575337
rmse when k is  15845 431.66904863575337
rmse when k is  15846 431.66904863575337
rmse when k is  15847 431.66904863575337
rmse when k is  15848 431.66904863575337
rmse when k is  15849 431.66904863575337
rmse when k is  15850 431.66904863575337
rmse when k is  15851 431.66904863575337
rmse when k is  15852 431.66904863575337
rmse when k is  15853 431.66904863575337
rmse when k is  15854 431.66904863575337
rmse when k is  15855 431.66904863575337
rmse when k is  15856 431.66904863575337
rmse when k is  15857 431.66904863575337
rmse when k is  15858 431.66904863575337
rmse when k is  15859 431.66904863575337
rmse when k is  15860 431.66904863575337
rmse when k is  15861 431.66904863575337
rmse when k is  15862 431.66904863575337
rmse when k is  15863 431.66904863575337
rmse when k is  15864 431.66904863575337
rmse when k is  15865 431.66904863575337
rmse when k is  15866 431.66904863575337
rmse when k is  15867 431.66904863575337
rmse when k is  15868 431.66904863575337
rmse when k is  15869 431.66904863575337
rmse when k is  15870 431.66904863575337
rmse when k is  15871 431.66904863575337
rmse when k is  15872 431.66904863575337
rmse when k is  15873 431.66904863575337
rmse when k is  15874 431.66904863575337
rmse when k is  15875 431.66904863575337
rmse when k is  15876 431.66904863575337
rmse when k is  15877 431.66904863575337
rmse when k is  15878 431.66904863575337
rmse when k is  15879 431.66904863575337
rmse when k is  15880 431.66904863575337
rmse when k is  15881 431.66904863575337
rmse when k is  15882 431.66904863575337
rmse when k is  15883 431.66904863575337
rmse when k is  15884 431.66904863575337
rmse when k is  15885 431.66904863575337
rmse when k is  15886 431.66904863575337
rmse when k is  15887 431.66904863575337
rmse when k is  15888 431.66904863575337
rmse when k is  15889 431.66904863575337
rmse when k is  15890 431.66904863575337
rmse when k is  15891 431.66904863575337
rmse when k is  15892 431.66904863575337
rmse when k is  15893 431.66904863575337
rmse when k is  15894 431.66904863575337
rmse when k is  15895 431.66904863575337
rmse when k is  15896 431.66904863575337
rmse when k is  15897 431.66904863575337
rmse when k is  15898 431.66904863575337
rmse when k is  15899 431.66904863575337
rmse when k is  15900 431.66904863575337
rmse when k is  15901 431.66904863575337
rmse when k is  15902 431.66904863575337
rmse when k is  15903 431.66904863575337
rmse when k is  15904 431.66904863575337
rmse when k is  15905 431.66904863575337
rmse when k is  15906 431.66904863575337
rmse when k is  15907 431.66904863575337
rmse when k is  15908 431.66904863575337
rmse when k is  15909 431.66904863575337
rmse when k is  15910 431.66904863575337
rmse when k is  15911 431.66904863575337
rmse when k is  15912 431.66904863575337
rmse when k is  15913 431.66904863575337
rmse when k is  15914 431.66904863575337
rmse when k is  15915 431.66904863575337
rmse when k is  15916 431.66904863575337
rmse when k is  15917 431.66904863575337
rmse when k is  15918 431.66904863575337
rmse when k is  15919 431.66904863575337
rmse when k is  15920 431.66904863575337
rmse when k is  15921 431.66904863575337
rmse when k is  15922 431.66904863575337
rmse when k is  15923 431.66904863575337
rmse when k is  15924 431.66904863575337
rmse when k is  15925 431.66904863575337
rmse when k is  15926 431.66904863575337
rmse when k is  15927 431.66904863575337
rmse when k is  15928 431.66904863575337
rmse when k is  15929 431.66904863575337
rmse when k is  15930 431.66904863575337
rmse when k is  15931 431.66904863575337
rmse when k is  15932 431.66904863575337
rmse when k is  15933 431.66904863575337
rmse when k is  15934 431.66904863575337
rmse when k is  15935 431.66904863575337
rmse when k is  15936 431.66904863575337
rmse when k is  15937 431.66904863575337
rmse when k is  15938 431.66904863575337
rmse when k is  15939 431.66904863575337
rmse when k is  15940 431.66904863575337
rmse when k is  15941 431.66904863575337
rmse when k is  15942 431.66904863575337
rmse when k is  15943 431.66904863575337
rmse when k is  15944 431.66904863575337
rmse when k is  15945 431.66904863575337
rmse when k is  15946 431.66904863575337
rmse when k is  15947 431.66904863575337
rmse when k is  15948 431.66904863575337
rmse when k is  15949 431.66904863575337
rmse when k is  15950 431.66904863575337
rmse when k is  15951 431.66904863575337
rmse when k is  15952 431.66904863575337
rmse when k is  15953 431.66904863575337
rmse when k is  15954 431.66904863575337
rmse when k is  15955 431.66904863575337
rmse when k is  15956 431.66904863575337
rmse when k is  15957 431.66904863575337
rmse when k is  15958 431.66904863575337
rmse when k is  15959 431.66904863575337
rmse when k is  15960 431.66904863575337
rmse when k is  15961 431.66904863575337
rmse when k is  15962 431.66904863575337
rmse when k is  15963 431.66904863575337
rmse when k is  15964 431.66904863575337
rmse when k is  15965 431.66904863575337
rmse when k is  15966 431.66904863575337
rmse when k is  15967 431.66904863575337
rmse when k is  15968 431.66904863575337
rmse when k is  15969 431.66904863575337
rmse when k is  15970 431.66904863575337
rmse when k is  15971 431.66904863575337
rmse when k is  15972 431.66904863575337
rmse when k is  15973 431.66904863575337
rmse when k is  15974 431.66904863575337
rmse when k is  15975 431.66904863575337
rmse when k is  15976 431.66904863575337
rmse when k is  15977 431.66904863575337
rmse when k is  15978 431.66904863575337
rmse when k is  15979 431.66904863575337
rmse when k is  15980 431.66904863575337
rmse when k is  15981 431.66904863575337
rmse when k is  15982 431.66904863575337
rmse when k is  15983 431.66904863575337
rmse when k is  15984 431.66904863575337
rmse when k is  15985 431.66904863575337
rmse when k is  15986 431.66904863575337
rmse when k is  15987 431.66904863575337
rmse when k is  15988 431.66904863575337
rmse when k is  15989 431.66904863575337
rmse when k is  15990 431.66904863575337
rmse when k is  15991 431.66904863575337
rmse when k is  15992 431.66904863575337
rmse when k is  15993 431.66904863575337
rmse when k is  15994 431.66904863575337
rmse when k is  15995 431.66904863575337
rmse when k is  15996 431.66904863575337
rmse when k is  15997 431.66904863575337
rmse when k is  15998 431.66904863575337
rmse when k is  15999 431.66904863575337
rmse when k is  16000 431.66904863575337
rmse when k is  16001 431.66904863575337
rmse when k is  16002 431.66904863575337
rmse when k is  16003 431.66904863575337
rmse when k is  16004 431.66904863575337
rmse when k is  16005 431.66904863575337
rmse when k is  16006 431.66904863575337
rmse when k is  16007 431.66904863575337
rmse when k is  16008 431.66904863575337
rmse when k is  16009 431.66904863575337
rmse when k is  16010 431.66904863575337
rmse when k is  16011 431.66904863575337
rmse when k is  16012 431.66904863575337
rmse when k is  16013 431.66904863575337
rmse when k is  16014 431.66904863575337
rmse when k is  16015 431.66904863575337
rmse when k is  16016 431.66904863575337
rmse when k is  16017 431.66904863575337
rmse when k is  16018 431.66904863575337
rmse when k is  16019 431.66904863575337
rmse when k is  16020 431.66904863575337
rmse when k is  16021 431.66904863575337
rmse when k is  16022 431.66904863575337
rmse when k is  16023 431.66904863575337
rmse when k is  16024 431.66904863575337
rmse when k is  16025 431.66904863575337
rmse when k is  16026 431.66904863575337
rmse when k is  16027 431.66904863575337
rmse when k is  16028 431.66904863575337
rmse when k is  16029 431.66904863575337
rmse when k is  16030 431.66904863575337
rmse when k is  16031 431.66904863575337
rmse when k is  16032 431.66904863575337
rmse when k is  16033 431.66904863575337
rmse when k is  16034 431.66904863575337
rmse when k is  16035 431.66904863575337
rmse when k is  16036 431.66904863575337
rmse when k is  16037 431.66904863575337
rmse when k is  16038 431.66904863575337
rmse when k is  16039 431.66904863575337
rmse when k is  16040 431.66904863575337
rmse when k is  16041 431.66904863575337
rmse when k is  16042 431.66904863575337
rmse when k is  16043 431.66904863575337
rmse when k is  16044 431.66904863575337
rmse when k is  16045 431.66904863575337
rmse when k is  16046 431.66904863575337
rmse when k is  16047 431.66904863575337
rmse when k is  16048 431.66904863575337
rmse when k is  16049 431.66904863575337
rmse when k is  16050 431.66904863575337
rmse when k is  16051 431.66904863575337
rmse when k is  16052 431.66904863575337
rmse when k is  16053 431.66904863575337
rmse when k is  16054 431.66904863575337
rmse when k is  16055 431.66904863575337
rmse when k is  16056 431.66904863575337
rmse when k is  16057 431.66904863575337
rmse when k is  16058 431.66904863575337
rmse when k is  16059 431.66904863575337
rmse when k is  16060 431.66904863575337
rmse when k is  16061 431.66904863575337
rmse when k is  16062 431.66904863575337
rmse when k is  16063 431.66904863575337
rmse when k is  16064 431.66904863575337
rmse when k is  16065 431.66904863575337
rmse when k is  16066 431.66904863575337
rmse when k is  16067 431.66904863575337
rmse when k is  16068 431.66904863575337
rmse when k is  16069 431.66904863575337
rmse when k is  16070 431.66904863575337
rmse when k is  16071 431.66904863575337
rmse when k is  16072 431.66904863575337
rmse when k is  16073 431.66904863575337
rmse when k is  16074 431.66904863575337
rmse when k is  16075 431.66904863575337
rmse when k is  16076 431.66904863575337
rmse when k is  16077 431.66904863575337
rmse when k is  16078 431.66904863575337
rmse when k is  16079 431.66904863575337
rmse when k is  16080 431.66904863575337
rmse when k is  16081 431.66904863575337
rmse when k is  16082 431.66904863575337
rmse when k is  16083 431.66904863575337
rmse when k is  16084 431.66904863575337
rmse when k is  16085 431.66904863575337
rmse when k is  16086 431.66904863575337
rmse when k is  16087 431.66904863575337
rmse when k is  16088 431.66904863575337
rmse when k is  16089 431.66904863575337
rmse when k is  16090 431.66904863575337
rmse when k is  16091 431.66904863575337
rmse when k is  16092 431.66904863575337
rmse when k is  16093 431.66904863575337
rmse when k is  16094 431.66904863575337
rmse when k is  16095 431.66904863575337
rmse when k is  16096 431.66904863575337
rmse when k is  16097 431.66904863575337
rmse when k is  16098 431.66904863575337
rmse when k is  16099 431.66904863575337
rmse when k is  16100 431.66904863575337
rmse when k is  16101 431.66904863575337
rmse when k is  16102 431.66904863575337
rmse when k is  16103 431.66904863575337
rmse when k is  16104 431.66904863575337
rmse when k is  16105 431.66904863575337
rmse when k is  16106 431.66904863575337
rmse when k is  16107 431.66904863575337
rmse when k is  16108 431.66904863575337
rmse when k is  16109 431.66904863575337
rmse when k is  16110 431.66904863575337
rmse when k is  16111 431.66904863575337
rmse when k is  16112 431.66904863575337
rmse when k is  16113 431.66904863575337
rmse when k is  16114 431.66904863575337
rmse when k is  16115 431.66904863575337
rmse when k is  16116 431.66904863575337
rmse when k is  16117 431.66904863575337
rmse when k is  16118 431.66904863575337
rmse when k is  16119 431.66904863575337
rmse when k is  16120 431.66904863575337
rmse when k is  16121 431.66904863575337
rmse when k is  16122 431.66904863575337
rmse when k is  16123 431.66904863575337
rmse when k is  16124 431.66904863575337
rmse when k is  16125 431.66904863575337
rmse when k is  16126 431.66904863575337
rmse when k is  16127 431.66904863575337
rmse when k is  16128 431.66904863575337
rmse when k is  16129 431.66904863575337
rmse when k is  16130 431.66904863575337
rmse when k is  16131 431.66904863575337
rmse when k is  16132 431.66904863575337
rmse when k is  16133 431.66904863575337
rmse when k is  16134 431.66904863575337
rmse when k is  16135 431.66904863575337
rmse when k is  16136 431.66904863575337
rmse when k is  16137 431.66904863575337
rmse when k is  16138 431.66904863575337
rmse when k is  16139 431.66904863575337
rmse when k is  16140 431.66904863575337
rmse when k is  16141 431.66904863575337
rmse when k is  16142 431.66904863575337
rmse when k is  16143 431.66904863575337
rmse when k is  16144 431.66904863575337
rmse when k is  16145 431.66904863575337
rmse when k is  16146 431.66904863575337
rmse when k is  16147 431.66904863575337
rmse when k is  16148 431.66904863575337
rmse when k is  16149 431.66904863575337
rmse when k is  16150 431.66904863575337
rmse when k is  16151 431.66904863575337
rmse when k is  16152 431.66904863575337
rmse when k is  16153 431.66904863575337
rmse when k is  16154 431.66904863575337
rmse when k is  16155 431.66904863575337
rmse when k is  16156 431.66904863575337
rmse when k is  16157 431.66904863575337
rmse when k is  16158 431.66904863575337
rmse when k is  16159 431.66904863575337
rmse when k is  16160 431.66904863575337
rmse when k is  16161 431.66904863575337
rmse when k is  16162 431.66904863575337
rmse when k is  16163 431.66904863575337
rmse when k is  16164 431.66904863575337
rmse when k is  16165 431.66904863575337
rmse when k is  16166 431.66904863575337
rmse when k is  16167 431.66904863575337
rmse when k is  16168 431.66904863575337
rmse when k is  16169 431.66904863575337
rmse when k is  16170 431.66904863575337
rmse when k is  16171 431.66904863575337
rmse when k is  16172 431.66904863575337
rmse when k is  16173 431.66904863575337
rmse when k is  16174 431.66904863575337
rmse when k is  16175 431.66904863575337
rmse when k is  16176 431.66904863575337
rmse when k is  16177 431.66904863575337
rmse when k is  16178 431.66904863575337
rmse when k is  16179 431.66904863575337
rmse when k is  16180 431.66904863575337
rmse when k is  16181 431.66904863575337
rmse when k is  16182 431.66904863575337
rmse when k is  16183 431.66904863575337
rmse when k is  16184 431.66904863575337
rmse when k is  16185 431.66904863575337
rmse when k is  16186 431.66904863575337
rmse when k is  16187 431.66904863575337
rmse when k is  16188 431.66904863575337
rmse when k is  16189 431.66904863575337
rmse when k is  16190 431.66904863575337
rmse when k is  16191 431.66904863575337
rmse when k is  16192 431.66904863575337
rmse when k is  16193 431.66904863575337
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rmse when k is  16195 431.66904863575337
rmse when k is  16196 431.66904863575337
rmse when k is  16197 431.66904863575337
rmse when k is  16198 431.66904863575337
rmse when k is  16199 431.66904863575337
rmse when k is  16200 431.66904863575337
rmse when k is  16201 431.66904863575337
rmse when k is  16202 431.66904863575337
rmse when k is  16203 431.66904863575337
rmse when k is  16204 431.66904863575337
rmse when k is  16205 431.66904863575337
rmse when k is  16206 431.66904863575337
rmse when k is  16207 431.66904863575337
rmse when k is  16208 431.66904863575337
rmse when k is  16209 431.66904863575337
rmse when k is  16210 431.66904863575337
rmse when k is  16211 431.66904863575337
rmse when k is  16212 431.66904863575337
rmse when k is  16213 431.66904863575337
rmse when k is  16214 431.66904863575337
rmse when k is  16215 431.66904863575337
rmse when k is  16216 431.66904863575337
rmse when k is  16217 431.66904863575337
rmse when k is  16218 431.66904863575337
rmse when k is  16219 431.66904863575337
rmse when k is  16220 431.66904863575337
rmse when k is  16221 431.66904863575337
rmse when k is  16222 431.66904863575337
rmse when k is  16223 431.66904863575337
rmse when k is  16224 431.66904863575337
rmse when k is  16225 431.66904863575337
rmse when k is  16226 431.66904863575337
rmse when k is  16227 431.66904863575337
rmse when k is  16228 431.66904863575337
rmse when k is  16229 431.66904863575337
rmse when k is  16230 431.66904863575337
rmse when k is  16231 431.66904863575337
rmse when k is  16232 431.66904863575337
rmse when k is  16233 431.66904863575337
rmse when k is  16234 431.66904863575337
rmse when k is  16235 431.66904863575337
rmse when k is  16236 431.66904863575337
rmse when k is  16237 431.66904863575337
rmse when k is  16238 431.66904863575337
rmse when k is  16239 431.66904863575337
rmse when k is  16240 431.66904863575337
rmse when k is  16241 431.66904863575337
rmse when k is  16242 431.66904863575337
rmse when k is  16243 431.66904863575337
rmse when k is  16244 431.66904863575337
rmse when k is  16245 431.66904863575337
rmse when k is  16246 431.66904863575337
rmse when k is  16247 431.66904863575337
rmse when k is  16248 431.66904863575337
rmse when k is  16249 431.66904863575337
rmse when k is  16250 431.66904863575337
rmse when k is  16251 431.66904863575337
rmse when k is  16252 431.66904863575337
rmse when k is  16253 431.66904863575337
rmse when k is  16254 431.66904863575337
rmse when k is  16255 431.66904863575337
rmse when k is  16256 431.66904863575337
rmse when k is  16257 431.66904863575337
rmse when k is  16258 431.66904863575337
rmse when k is  16259 431.66904863575337
rmse when k is  16260 431.66904863575337
rmse when k is  16261 431.66904863575337
rmse when k is  16262 431.66904863575337
rmse when k is  16263 431.66904863575337
rmse when k is  16264 431.66904863575337
rmse when k is  16265 431.66904863575337
rmse when k is  16266 431.66904863575337
rmse when k is  16267 431.66904863575337
rmse when k is  16268 431.66904863575337
rmse when k is  16269 431.66904863575337
rmse when k is  16270 431.66904863575337
rmse when k is  16271 431.66904863575337
rmse when k is  16272 431.66904863575337
rmse when k is  16273 431.66904863575337
rmse when k is  16274 431.66904863575337
rmse when k is  16275 431.66904863575337
rmse when k is  16276 431.66904863575337
rmse when k is  16277 431.66904863575337
rmse when k is  16278 431.66904863575337
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rmse when k is  16280 431.66904863575337
rmse when k is  16281 431.66904863575337
rmse when k is  16282 431.66904863575337
rmse when k is  16283 431.66904863575337
rmse when k is  16284 431.66904863575337
rmse when k is  16285 431.66904863575337
rmse when k is  16286 431.66904863575337
rmse when k is  16287 431.66904863575337
rmse when k is  16288 431.66904863575337
rmse when k is  16289 431.66904863575337
rmse when k is  16290 431.66904863575337
rmse when k is  16291 431.66904863575337
rmse when k is  16292 431.66904863575337
rmse when k is  16293 431.66904863575337
rmse when k is  16294 431.66904863575337
rmse when k is  16295 431.66904863575337
rmse when k is  16296 431.66904863575337
rmse when k is  16297 431.66904863575337
rmse when k is  16298 431.66904863575337
rmse when k is  16299 431.66904863575337
rmse when k is  16300 431.66904863575337
rmse when k is  16301 431.66904863575337
rmse when k is  16302 431.66904863575337
rmse when k is  16303 431.66904863575337
rmse when k is  16304 431.66904863575337
rmse when k is  16305 431.66904863575337
rmse when k is  16306 431.66904863575337
rmse when k is  16307 431.66904863575337
rmse when k is  16308 431.66904863575337
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rmse when k is  16310 431.66904863575337
rmse when k is  16311 431.66904863575337
rmse when k is  16312 431.66904863575337
rmse when k is  16313 431.66904863575337
rmse when k is  16314 431.66904863575337
rmse when k is  16315 431.66904863575337
rmse when k is  16316 431.66904863575337
rmse when k is  16317 431.66904863575337
rmse when k is  16318 431.66904863575337
rmse when k is  16319 431.66904863575337
rmse when k is  16320 431.66904863575337
rmse when k is  16321 431.66904863575337
rmse when k is  16322 431.66904863575337
rmse when k is  16323 431.66904863575337
rmse when k is  16324 431.66904863575337
rmse when k is  16325 431.66904863575337
rmse when k is  16326 431.66904863575337
rmse when k is  16327 431.66904863575337
rmse when k is  16328 431.66904863575337
rmse when k is  16329 431.66904863575337
rmse when k is  16330 431.66904863575337
rmse when k is  16331 431.66904863575337
rmse when k is  16332 431.66904863575337
rmse when k is  16333 431.66904863575337
rmse when k is  16334 431.66904863575337
rmse when k is  16335 431.66904863575337
rmse when k is  16336 431.66904863575337
rmse when k is  16337 431.66904863575337
rmse when k is  16338 431.66904863575337
rmse when k is  16339 431.66904863575337
rmse when k is  16340 431.66904863575337
rmse when k is  16341 431.66904863575337
rmse when k is  16342 431.66904863575337
rmse when k is  16343 431.66904863575337
rmse when k is  16344 431.66904863575337
rmse when k is  16345 431.66904863575337
rmse when k is  16346 431.66904863575337
rmse when k is  16347 431.66904863575337
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rmse when k is  16349 431.66904863575337
rmse when k is  16350 431.66904863575337
rmse when k is  16351 431.66904863575337
rmse when k is  16352 431.66904863575337
rmse when k is  16353 431.66904863575337
rmse when k is  16354 431.66904863575337
rmse when k is  16355 431.66904863575337
rmse when k is  16356 431.66904863575337
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rmse when k is  16358 431.66904863575337
rmse when k is  16359 431.66904863575337
rmse when k is  16360 431.66904863575337
rmse when k is  16361 431.66904863575337
rmse when k is  16362 431.66904863575337
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rmse when k is  16364 431.66904863575337
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rmse when k is  16366 431.66904863575337
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rmse when k is  16368 431.66904863575337
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rmse when k is  16370 431.66904863575337
rmse when k is  16371 431.66904863575337
rmse when k is  16372 431.66904863575337
rmse when k is  16373 431.66904863575337
rmse when k is  16374 431.66904863575337
rmse when k is  16375 431.66904863575337
rmse when k is  16376 431.66904863575337
rmse when k is  16377 431.66904863575337
rmse when k is  16378 431.66904863575337
rmse when k is  16379 431.66904863575337
rmse when k is  16380 431.66904863575337
rmse when k is  16381 431.66904863575337
rmse when k is  16382 431.66904863575337
rmse when k is  16383 431.66904863575337
rmse when k is  16384 431.66904863575337
rmse when k is  16385 431.66904863575337
rmse when k is  16386 431.66904863575337
rmse when k is  16387 431.66904863575337
rmse when k is  16388 431.66904863575337
rmse when k is  16389 431.66904863575337
rmse when k is  16390 431.66904863575337
rmse when k is  16391 431.66904863575337
rmse when k is  16392 431.66904863575337
rmse when k is  16393 431.66904863575337
rmse when k is  16394 431.66904863575337
rmse when k is  16395 431.66904863575337
rmse when k is  16396 431.66904863575337
rmse when k is  16397 431.66904863575337
rmse when k is  16398 431.66904863575337
rmse when k is  16399 431.66904863575337
rmse when k is  16400 431.66904863575337
rmse when k is  16401 431.66904863575337
rmse when k is  16402 431.66904863575337
rmse when k is  16403 431.66904863575337
rmse when k is  16404 431.66904863575337
rmse when k is  16405 431.66904863575337
rmse when k is  16406 431.66904863575337
rmse when k is  16407 431.66904863575337
rmse when k is  16408 431.66904863575337
rmse when k is  16409 431.66904863575337
rmse when k is  16410 431.66904863575337
rmse when k is  16411 431.66904863575337
rmse when k is  16412 431.66904863575337
rmse when k is  16413 431.66904863575337
rmse when k is  16414 431.66904863575337
rmse when k is  16415 431.66904863575337
rmse when k is  16416 431.66904863575337
rmse when k is  16417 431.66904863575337
rmse when k is  16418 431.66904863575337
rmse when k is  16419 431.66904863575337
rmse when k is  16420 431.66904863575337
rmse when k is  16421 431.66904863575337
rmse when k is  16422 431.66904863575337
rmse when k is  16423 431.66904863575337
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rmse when k is  16427 431.66904863575337
rmse when k is  16428 431.66904863575337
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rmse when k is  16431 431.66904863575337
rmse when k is  16432 431.66904863575337
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rmse when k is  16434 431.66904863575337
rmse when k is  16435 431.66904863575337
rmse when k is  16436 431.66904863575337
rmse when k is  16437 431.66904863575337
rmse when k is  16438 431.66904863575337
rmse when k is  16439 431.66904863575337
rmse when k is  16440 431.66904863575337
rmse when k is  16441 431.66904863575337
rmse when k is  16442 431.66904863575337
rmse when k is  16443 431.66904863575337
rmse when k is  16444 431.66904863575337
rmse when k is  16445 431.66904863575337
rmse when k is  16446 431.66904863575337
rmse when k is  16447 431.66904863575337
rmse when k is  16448 431.66904863575337
rmse when k is  16449 431.66904863575337
rmse when k is  16450 431.66904863575337
rmse when k is  16451 431.66904863575337
rmse when k is  16452 431.66904863575337
rmse when k is  16453 431.66904863575337
rmse when k is  16454 431.66904863575337
rmse when k is  16455 431.66904863575337
rmse when k is  16456 431.66904863575337
rmse when k is  16457 431.66904863575337
rmse when k is  16458 431.66904863575337
rmse when k is  16459 431.66904863575337
rmse when k is  16460 431.66904863575337
rmse when k is  16461 431.66904863575337
rmse when k is  16462 431.66904863575337
rmse when k is  16463 431.66904863575337
rmse when k is  16464 431.66904863575337
rmse when k is  16465 431.66904863575337
rmse when k is  16466 431.66904863575337
rmse when k is  16467 431.66904863575337
rmse when k is  16468 431.66904863575337
rmse when k is  16469 431.66904863575337
rmse when k is  16470 431.66904863575337
rmse when k is  16471 431.66904863575337
rmse when k is  16472 431.66904863575337
rmse when k is  16473 431.66904863575337
rmse when k is  16474 431.66904863575337
rmse when k is  16475 431.66904863575337
rmse when k is  16476 431.66904863575337
rmse when k is  16477 431.66904863575337
rmse when k is  16478 431.66904863575337
rmse when k is  16479 431.66904863575337
rmse when k is  16480 431.66904863575337
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rmse when k is  16482 431.66904863575337
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rmse when k is  16484 431.66904863575337
rmse when k is  16485 431.66904863575337
rmse when k is  16486 431.66904863575337
rmse when k is  16487 431.66904863575337
rmse when k is  16488 431.66904863575337
rmse when k is  16489 431.66904863575337
rmse when k is  16490 431.66904863575337
rmse when k is  16491 431.66904863575337
rmse when k is  16492 431.66904863575337
rmse when k is  16493 431.66904863575337
rmse when k is  16494 431.66904863575337
rmse when k is  16495 431.66904863575337
rmse when k is  16496 431.66904863575337
rmse when k is  16497 431.66904863575337
rmse when k is  16498 431.66904863575337
rmse when k is  16499 431.66904863575337
rmse when k is  16500 431.66904863575337
rmse when k is  16501 431.66904863575337
rmse when k is  16502 431.66904863575337
rmse when k is  16503 431.66904863575337
rmse when k is  16504 431.66904863575337
rmse when k is  16505 431.66904863575337
rmse when k is  16506 431.66904863575337
rmse when k is  16507 431.66904863575337
rmse when k is  16508 431.66904863575337
rmse when k is  16509 431.66904863575337
rmse when k is  16510 431.66904863575337
rmse when k is  16511 431.66904863575337
rmse when k is  16512 431.66904863575337
rmse when k is  16513 431.66904863575337
rmse when k is  16514 431.66904863575337
rmse when k is  16515 431.66904863575337
rmse when k is  16516 431.66904863575337
rmse when k is  16517 431.66904863575337
rmse when k is  16518 431.66904863575337
rmse when k is  16519 431.66904863575337
rmse when k is  16520 431.66904863575337
rmse when k is  16521 431.66904863575337
rmse when k is  16522 431.66904863575337
rmse when k is  16523 431.66904863575337
rmse when k is  16524 431.66904863575337
rmse when k is  16525 431.66904863575337
rmse when k is  16526 431.66904863575337
rmse when k is  16527 431.66904863575337
rmse when k is  16528 431.66904863575337
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rmse when k is  16531 431.66904863575337
rmse when k is  16532 431.66904863575337
rmse when k is  16533 431.66904863575337
rmse when k is  16534 431.66904863575337
rmse when k is  16535 431.66904863575337
rmse when k is  16536 431.66904863575337
rmse when k is  16537 431.66904863575337
rmse when k is  16538 431.66904863575337
rmse when k is  16539 431.66904863575337
rmse when k is  16540 431.66904863575337
rmse when k is  16541 431.66904863575337
rmse when k is  16542 431.66904863575337
rmse when k is  16543 431.66904863575337
rmse when k is  16544 431.66904863575337
rmse when k is  16545 431.66904863575337
rmse when k is  16546 431.66904863575337
rmse when k is  16547 431.66904863575337
rmse when k is  16548 431.66904863575337
rmse when k is  16549 431.66904863575337
rmse when k is  16550 431.66904863575337
rmse when k is  16551 431.66904863575337
rmse when k is  16552 431.66904863575337
rmse when k is  16553 431.66904863575337
rmse when k is  16554 431.66904863575337
rmse when k is  16555 431.66904863575337
rmse when k is  16556 431.66904863575337
rmse when k is  16557 431.66904863575337
rmse when k is  16558 431.66904863575337
rmse when k is  16559 431.66904863575337
rmse when k is  16560 431.66904863575337
rmse when k is  16561 431.66904863575337
rmse when k is  16562 431.66904863575337
rmse when k is  16563 431.66904863575337
rmse when k is  16564 431.66904863575337
rmse when k is  16565 431.66904863575337
rmse when k is  16566 431.66904863575337
rmse when k is  16567 431.66904863575337
rmse when k is  16568 431.66904863575337
rmse when k is  16569 431.66904863575337
rmse when k is  16570 431.66904863575337
rmse when k is  16571 431.66904863575337
rmse when k is  16572 431.66904863575337
rmse when k is  16573 431.66904863575337
rmse when k is  16574 431.66904863575337
rmse when k is  16575 431.66904863575337
rmse when k is  16576 431.66904863575337
rmse when k is  16577 431.66904863575337
rmse when k is  16578 431.66904863575337
rmse when k is  16579 431.66904863575337
rmse when k is  16580 431.66904863575337
rmse when k is  16581 431.66904863575337
rmse when k is  16582 431.66904863575337
rmse when k is  16583 431.66904863575337
rmse when k is  16584 431.66904863575337
rmse when k is  16585 431.66904863575337
rmse when k is  16586 431.66904863575337
rmse when k is  16587 431.66904863575337
rmse when k is  16588 431.66904863575337
rmse when k is  16589 431.66904863575337
rmse when k is  16590 431.66904863575337
rmse when k is  16591 431.66904863575337
rmse when k is  16592 431.66904863575337
rmse when k is  16593 431.66904863575337
rmse when k is  16594 431.66904863575337
rmse when k is  16595 431.66904863575337
rmse when k is  16596 431.66904863575337
rmse when k is  16597 431.66904863575337
rmse when k is  16598 431.66904863575337
rmse when k is  16599 431.66904863575337
rmse when k is  16600 431.66904863575337
rmse when k is  16601 431.66904863575337
rmse when k is  16602 431.66904863575337
rmse when k is  16603 431.66904863575337
rmse when k is  16604 431.66904863575337
rmse when k is  16605 431.66904863575337
rmse when k is  16606 431.66904863575337
rmse when k is  16607 431.66904863575337
rmse when k is  16608 431.66904863575337
rmse when k is  16609 431.66904863575337
rmse when k is  16610 431.66904863575337
rmse when k is  16611 431.66904863575337
rmse when k is  16612 431.66904863575337
rmse when k is  16613 431.66904863575337
rmse when k is  16614 431.66904863575337
rmse when k is  16615 431.66904863575337
rmse when k is  16616 431.66904863575337
rmse when k is  16617 431.66904863575337
rmse when k is  16618 431.66904863575337
rmse when k is  16619 431.66904863575337
rmse when k is  16620 431.66904863575337
rmse when k is  16621 431.66904863575337
rmse when k is  16622 431.66904863575337
rmse when k is  16623 431.66904863575337
rmse when k is  16624 431.66904863575337
rmse when k is  16625 431.66904863575337
rmse when k is  16626 431.66904863575337
rmse when k is  16627 431.66904863575337
rmse when k is  16628 431.66904863575337
rmse when k is  16629 431.66904863575337
rmse when k is  16630 431.66904863575337
rmse when k is  16631 431.66904863575337
rmse when k is  16632 431.66904863575337
rmse when k is  16633 431.66904863575337
rmse when k is  16634 431.66904863575337
rmse when k is  16635 431.66904863575337
rmse when k is  16636 431.66904863575337
rmse when k is  16637 431.66904863575337
rmse when k is  16638 431.66904863575337
rmse when k is  16639 431.66904863575337
rmse when k is  16640 431.66904863575337
rmse when k is  16641 431.66904863575337
rmse when k is  16642 431.66904863575337
rmse when k is  16643 431.66904863575337
rmse when k is  16644 431.66904863575337
rmse when k is  16645 431.66904863575337
rmse when k is  16646 431.66904863575337
rmse when k is  16647 431.66904863575337
rmse when k is  16648 431.66904863575337
rmse when k is  16649 431.66904863575337
rmse when k is  16650 431.66904863575337
rmse when k is  16651 431.66904863575337
rmse when k is  16652 431.66904863575337
rmse when k is  16653 431.66904863575337
rmse when k is  16654 431.66904863575337
rmse when k is  16655 431.66904863575337
rmse when k is  16656 431.66904863575337
rmse when k is  16657 431.66904863575337
rmse when k is  16658 431.66904863575337
rmse when k is  16659 431.66904863575337
rmse when k is  16660 431.66904863575337
rmse when k is  16661 431.66904863575337
rmse when k is  16662 431.66904863575337
rmse when k is  16663 431.66904863575337
rmse when k is  16664 431.66904863575337
rmse when k is  16665 431.66904863575337
rmse when k is  16666 431.66904863575337
rmse when k is  16667 431.66904863575337
rmse when k is  16668 431.66904863575337
rmse when k is  16669 431.66904863575337
rmse when k is  16670 431.66904863575337
rmse when k is  16671 431.66904863575337
rmse when k is  16672 431.66904863575337
rmse when k is  16673 431.66904863575337
rmse when k is  16674 431.66904863575337
rmse when k is  16675 431.66904863575337
rmse when k is  16676 431.66904863575337
rmse when k is  16677 431.66904863575337
rmse when k is  16678 431.66904863575337
rmse when k is  16679 431.66904863575337
rmse when k is  16680 431.66904863575337
rmse when k is  16681 431.66904863575337
rmse when k is  16682 431.66904863575337
rmse when k is  16683 431.66904863575337
rmse when k is  16684 431.66904863575337
rmse when k is  16685 431.66904863575337
rmse when k is  16686 431.66904863575337
rmse when k is  16687 431.66904863575337
rmse when k is  16688 431.66904863575337
rmse when k is  16689 431.66904863575337
rmse when k is  16690 431.66904863575337
rmse when k is  16691 431.66904863575337
rmse when k is  16692 431.66904863575337
rmse when k is  16693 431.66904863575337
rmse when k is  16694 431.66904863575337
rmse when k is  16695 431.66904863575337
rmse when k is  16696 431.66904863575337
rmse when k is  16697 431.66904863575337
rmse when k is  16698 431.66904863575337
rmse when k is  16699 431.66904863575337
rmse when k is  16700 431.66904863575337
rmse when k is  16701 431.66904863575337
rmse when k is  16702 431.66904863575337
rmse when k is  16703 431.66904863575337
rmse when k is  16704 431.66904863575337
rmse when k is  16705 431.66904863575337
rmse when k is  16706 431.66904863575337
rmse when k is  16707 431.66904863575337
rmse when k is  16708 431.66904863575337
rmse when k is  16709 431.66904863575337
rmse when k is  16710 431.66904863575337
rmse when k is  16711 431.66904863575337
rmse when k is  16712 431.66904863575337
rmse when k is  16713 431.66904863575337
rmse when k is  16714 431.66904863575337
rmse when k is  16715 431.66904863575337
rmse when k is  16716 431.66904863575337
rmse when k is  16717 431.66904863575337
rmse when k is  16718 431.66904863575337
rmse when k is  16719 431.66904863575337
rmse when k is  16720 431.66904863575337
rmse when k is  16721 431.66904863575337
rmse when k is  16722 431.66904863575337
rmse when k is  16723 431.66904863575337
rmse when k is  16724 431.66904863575337
rmse when k is  16725 431.66904863575337
rmse when k is  16726 431.66904863575337
rmse when k is  16727 431.66904863575337
rmse when k is  16728 431.66904863575337
rmse when k is  16729 431.66904863575337
rmse when k is  16730 431.66904863575337
rmse when k is  16731 431.66904863575337
rmse when k is  16732 431.66904863575337
rmse when k is  16733 431.66904863575337
rmse when k is  16734 431.66904863575337
rmse when k is  16735 431.66904863575337
rmse when k is  16736 431.66904863575337
rmse when k is  16737 431.66904863575337
rmse when k is  16738 431.66904863575337
rmse when k is  16739 431.66904863575337
rmse when k is  16740 431.66904863575337
rmse when k is  16741 431.66904863575337
rmse when k is  16742 431.66904863575337
rmse when k is  16743 431.66904863575337
rmse when k is  16744 431.66904863575337
rmse when k is  16745 431.66904863575337
rmse when k is  16746 431.66904863575337
rmse when k is  16747 431.66904863575337
rmse when k is  16748 431.66904863575337
rmse when k is  16749 431.66904863575337
rmse when k is  16750 431.66904863575337
rmse when k is  16751 431.66904863575337
rmse when k is  16752 431.66904863575337
rmse when k is  16753 431.66904863575337
rmse when k is  16754 431.66904863575337
rmse when k is  16755 431.66904863575337
rmse when k is  16756 431.66904863575337
rmse when k is  16757 431.66904863575337
rmse when k is  16758 431.66904863575337
rmse when k is  16759 431.66904863575337
rmse when k is  16760 431.66904863575337
rmse when k is  16761 431.66904863575337
rmse when k is  16762 431.66904863575337
rmse when k is  16763 431.66904863575337
rmse when k is  16764 431.66904863575337
rmse when k is  16765 431.66904863575337
rmse when k is  16766 431.66904863575337
rmse when k is  16767 431.66904863575337
rmse when k is  16768 431.66904863575337
rmse when k is  16769 431.66904863575337
rmse when k is  16770 431.66904863575337
rmse when k is  16771 431.66904863575337
rmse when k is  16772 431.66904863575337
rmse when k is  16773 431.66904863575337
rmse when k is  16774 431.66904863575337
rmse when k is  16775 431.66904863575337
rmse when k is  16776 431.66904863575337
rmse when k is  16777 431.66904863575337
rmse when k is  16778 431.66904863575337
rmse when k is  16779 431.66904863575337
rmse when k is  16780 431.66904863575337
rmse when k is  16781 431.66904863575337
rmse when k is  16782 431.66904863575337
rmse when k is  16783 431.66904863575337
rmse when k is  16784 431.66904863575337
rmse when k is  16785 431.66904863575337
rmse when k is  16786 431.66904863575337
rmse when k is  16787 431.66904863575337
rmse when k is  16788 431.66904863575337
rmse when k is  16789 431.66904863575337
rmse when k is  16790 431.66904863575337
rmse when k is  16791 431.66904863575337
rmse when k is  16792 431.66904863575337
rmse when k is  16793 431.66904863575337
rmse when k is  16794 431.66904863575337
rmse when k is  16795 431.66904863575337
rmse when k is  16796 431.66904863575337
rmse when k is  16797 431.66904863575337
rmse when k is  16798 431.66904863575337
rmse when k is  16799 431.66904863575337
rmse when k is  16800 431.66904863575337
rmse when k is  16801 431.66904863575337
rmse when k is  16802 431.66904863575337
rmse when k is  16803 431.66904863575337
rmse when k is  16804 431.66904863575337
rmse when k is  16805 431.66904863575337
rmse when k is  16806 431.66904863575337
rmse when k is  16807 431.66904863575337
rmse when k is  16808 431.66904863575337
rmse when k is  16809 431.66904863575337
rmse when k is  16810 431.66904863575337
rmse when k is  16811 431.66904863575337
rmse when k is  16812 431.66904863575337
rmse when k is  16813 431.66904863575337
rmse when k is  16814 431.66904863575337
rmse when k is  16815 431.66904863575337
rmse when k is  16816 431.66904863575337
rmse when k is  16817 431.66904863575337
rmse when k is  16818 431.66904863575337
rmse when k is  16819 431.66904863575337
rmse when k is  16820 431.66904863575337
rmse when k is  16821 431.66904863575337
rmse when k is  16822 431.66904863575337
rmse when k is  16823 431.66904863575337
rmse when k is  16824 431.66904863575337
rmse when k is  16825 431.66904863575337
rmse when k is  16826 431.66904863575337
rmse when k is  16827 431.66904863575337
rmse when k is  16828 431.66904863575337
rmse when k is  16829 431.66904863575337
rmse when k is  16830 431.66904863575337
rmse when k is  16831 431.66904863575337
rmse when k is  16832 431.66904863575337
rmse when k is  16833 431.66904863575337
rmse when k is  16834 431.66904863575337
rmse when k is  16835 431.66904863575337
rmse when k is  16836 431.66904863575337
rmse when k is  16837 431.66904863575337
rmse when k is  16838 431.66904863575337
rmse when k is  16839 431.66904863575337
rmse when k is  16840 431.66904863575337
rmse when k is  16841 431.66904863575337
rmse when k is  16842 431.66904863575337
rmse when k is  16843 431.66904863575337
rmse when k is  16844 431.66904863575337
rmse when k is  16845 431.66904863575337
rmse when k is  16846 431.66904863575337
rmse when k is  16847 431.66904863575337
rmse when k is  16848 431.66904863575337
rmse when k is  16849 431.66904863575337
rmse when k is  16850 431.66904863575337
rmse when k is  16851 431.66904863575337
rmse when k is  16852 431.66904863575337
rmse when k is  16853 431.66904863575337
rmse when k is  16854 431.66904863575337
rmse when k is  16855 431.66904863575337
rmse when k is  16856 431.66904863575337
rmse when k is  16857 431.66904863575337
rmse when k is  16858 431.66904863575337
rmse when k is  16859 431.66904863575337
rmse when k is  16860 431.66904863575337
rmse when k is  16861 431.66904863575337
rmse when k is  16862 431.66904863575337
rmse when k is  16863 431.66904863575337
rmse when k is  16864 431.66904863575337
rmse when k is  16865 431.66904863575337
rmse when k is  16866 431.66904863575337
rmse when k is  16867 431.66904863575337
rmse when k is  16868 431.66904863575337
rmse when k is  16869 431.66904863575337
rmse when k is  16870 431.66904863575337
rmse when k is  16871 431.66904863575337
rmse when k is  16872 431.66904863575337
rmse when k is  16873 431.66904863575337
rmse when k is  16874 431.66904863575337
rmse when k is  16875 431.66904863575337
rmse when k is  16876 431.66904863575337
rmse when k is  16877 431.66904863575337
rmse when k is  16878 431.66904863575337
rmse when k is  16879 431.66904863575337
rmse when k is  16880 431.66904863575337
rmse when k is  16881 431.66904863575337
rmse when k is  16882 431.66904863575337
rmse when k is  16883 431.66904863575337
rmse when k is  16884 431.66904863575337
rmse when k is  16885 431.66904863575337
rmse when k is  16886 431.66904863575337
rmse when k is  16887 431.66904863575337
rmse when k is  16888 431.66904863575337
rmse when k is  16889 431.66904863575337
rmse when k is  16890 431.66904863575337
rmse when k is  16891 431.66904863575337
rmse when k is  16892 431.66904863575337
rmse when k is  16893 431.66904863575337
rmse when k is  16894 431.66904863575337
rmse when k is  16895 431.66904863575337
rmse when k is  16896 431.66904863575337
rmse when k is  16897 431.66904863575337
rmse when k is  16898 431.66904863575337
rmse when k is  16899 431.66904863575337
rmse when k is  16900 431.66904863575337
rmse when k is  16901 431.66904863575337
rmse when k is  16902 431.66904863575337
rmse when k is  16903 431.66904863575337
rmse when k is  16904 431.66904863575337
rmse when k is  16905 431.66904863575337
rmse when k is  16906 431.66904863575337
rmse when k is  16907 431.66904863575337
rmse when k is  16908 431.66904863575337
rmse when k is  16909 431.66904863575337
rmse when k is  16910 431.66904863575337
rmse when k is  16911 431.66904863575337
rmse when k is  16912 431.66904863575337
rmse when k is  16913 431.66904863575337
rmse when k is  16914 431.66904863575337
rmse when k is  16915 431.66904863575337
rmse when k is  16916 431.66904863575337
rmse when k is  16917 431.66904863575337
rmse when k is  16918 431.66904863575337
rmse when k is  16919 431.66904863575337
rmse when k is  16920 431.66904863575337
rmse when k is  16921 431.66904863575337
rmse when k is  16922 431.66904863575337
rmse when k is  16923 431.66904863575337
rmse when k is  16924 431.66904863575337
rmse when k is  16925 431.66904863575337
rmse when k is  16926 431.66904863575337
rmse when k is  16927 431.66904863575337
rmse when k is  16928 431.66904863575337
rmse when k is  16929 431.66904863575337
rmse when k is  16930 431.66904863575337
rmse when k is  16931 431.66904863575337
rmse when k is  16932 431.66904863575337
rmse when k is  16933 431.66904863575337
rmse when k is  16934 431.66904863575337
rmse when k is  16935 431.66904863575337
rmse when k is  16936 431.66904863575337
rmse when k is  16937 431.66904863575337
rmse when k is  16938 431.66904863575337
rmse when k is  16939 431.66904863575337
rmse when k is  16940 431.66904863575337
rmse when k is  16941 431.66904863575337
rmse when k is  16942 431.66904863575337
rmse when k is  16943 431.66904863575337
rmse when k is  16944 431.66904863575337
rmse when k is  16945 431.66904863575337
rmse when k is  16946 431.66904863575337
rmse when k is  16947 431.66904863575337
rmse when k is  16948 431.66904863575337
rmse when k is  16949 431.66904863575337
rmse when k is  16950 431.66904863575337
rmse when k is  16951 431.66904863575337
rmse when k is  16952 431.66904863575337
rmse when k is  16953 431.66904863575337
rmse when k is  16954 431.66904863575337
rmse when k is  16955 431.66904863575337
rmse when k is  16956 431.66904863575337
rmse when k is  16957 431.66904863575337
rmse when k is  16958 431.66904863575337
rmse when k is  16959 431.66904863575337
rmse when k is  16960 431.66904863575337
rmse when k is  16961 431.66904863575337
rmse when k is  16962 431.66904863575337
rmse when k is  16963 431.66904863575337
rmse when k is  16964 431.66904863575337
rmse when k is  16965 431.66904863575337
rmse when k is  16966 431.66904863575337
rmse when k is  16967 431.66904863575337
rmse when k is  16968 431.66904863575337
rmse when k is  16969 431.66904863575337
rmse when k is  16970 431.66904863575337
rmse when k is  16971 431.66904863575337
rmse when k is  16972 431.66904863575337
rmse when k is  16973 431.66904863575337
rmse when k is  16974 431.66904863575337
rmse when k is  16975 431.66904863575337
rmse when k is  16976 431.66904863575337
rmse when k is  16977 431.66904863575337
rmse when k is  16978 431.66904863575337
rmse when k is  16979 431.66904863575337
rmse when k is  16980 431.66904863575337
rmse when k is  16981 431.66904863575337
rmse when k is  16982 431.66904863575337
rmse when k is  16983 431.66904863575337
rmse when k is  16984 431.66904863575337
rmse when k is  16985 431.66904863575337
rmse when k is  16986 431.66904863575337
rmse when k is  16987 431.66904863575337
rmse when k is  16988 431.66904863575337
rmse when k is  16989 431.66904863575337
rmse when k is  16990 431.66904863575337
rmse when k is  16991 431.66904863575337
rmse when k is  16992 431.66904863575337
rmse when k is  16993 431.66904863575337
rmse when k is  16994 431.66904863575337
rmse when k is  16995 431.66904863575337
rmse when k is  16996 431.66904863575337
rmse when k is  16997 431.66904863575337
rmse when k is  16998 431.66904863575337
rmse when k is  16999 431.66904863575337
rmse when k is  17000 431.66904863575337
rmse when k is  17001 431.66904863575337
rmse when k is  17002 431.66904863575337
rmse when k is  17003 431.66904863575337
rmse when k is  17004 431.66904863575337
rmse when k is  17005 431.66904863575337
rmse when k is  17006 431.66904863575337
rmse when k is  17007 431.66904863575337
rmse when k is  17008 431.66904863575337
rmse when k is  17009 431.66904863575337
rmse when k is  17010 431.66904863575337
rmse when k is  17011 431.66904863575337
rmse when k is  17012 431.66904863575337
rmse when k is  17013 431.66904863575337
rmse when k is  17014 431.66904863575337
rmse when k is  17015 431.66904863575337
rmse when k is  17016 431.66904863575337
rmse when k is  17017 431.66904863575337
rmse when k is  17018 431.66904863575337
rmse when k is  17019 431.66904863575337
rmse when k is  17020 431.66904863575337
rmse when k is  17021 431.66904863575337
rmse when k is  17022 431.66904863575337
rmse when k is  17023 431.66904863575337
rmse when k is  17024 431.66904863575337
rmse when k is  17025 431.66904863575337
rmse when k is  17026 431.66904863575337
rmse when k is  17027 431.66904863575337
rmse when k is  17028 431.66904863575337
rmse when k is  17029 431.66904863575337
rmse when k is  17030 431.66904863575337
rmse when k is  17031 431.66904863575337
rmse when k is  17032 431.66904863575337
rmse when k is  17033 431.66904863575337
rmse when k is  17034 431.66904863575337
rmse when k is  17035 431.66904863575337
rmse when k is  17036 431.66904863575337
rmse when k is  17037 431.66904863575337
rmse when k is  17038 431.66904863575337
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rmse when k is  17040 431.66904863575337
rmse when k is  17041 431.66904863575337
rmse when k is  17042 431.66904863575337
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rmse when k is  17044 431.66904863575337
rmse when k is  17045 431.66904863575337
rmse when k is  17046 431.66904863575337
rmse when k is  17047 431.66904863575337
rmse when k is  17048 431.66904863575337
rmse when k is  17049 431.66904863575337
rmse when k is  17050 431.66904863575337
rmse when k is  17051 431.66904863575337
rmse when k is  17052 431.66904863575337
rmse when k is  17053 431.66904863575337
rmse when k is  17054 431.66904863575337
rmse when k is  17055 431.66904863575337
rmse when k is  17056 431.66904863575337
rmse when k is  17057 431.66904863575337
rmse when k is  17058 431.66904863575337
rmse when k is  17059 431.66904863575337
rmse when k is  17060 431.66904863575337
rmse when k is  17061 431.66904863575337
rmse when k is  17062 431.66904863575337
rmse when k is  17063 431.66904863575337
rmse when k is  17064 431.66904863575337
rmse when k is  17065 431.66904863575337
rmse when k is  17066 431.66904863575337
rmse when k is  17067 431.66904863575337
rmse when k is  17068 431.66904863575337
rmse when k is  17069 431.66904863575337
rmse when k is  17070 431.66904863575337
rmse when k is  17071 431.66904863575337
rmse when k is  17072 431.66904863575337
rmse when k is  17073 431.66904863575337
rmse when k is  17074 431.66904863575337
rmse when k is  17075 431.66904863575337
rmse when k is  17076 431.66904863575337
rmse when k is  17077 431.66904863575337
rmse when k is  17078 431.66904863575337
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rmse when k is  17080 431.66904863575337
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rmse when k is  17083 431.66904863575337
rmse when k is  17084 431.66904863575337
rmse when k is  17085 431.66904863575337
rmse when k is  17086 431.66904863575337
rmse when k is  17087 431.66904863575337
rmse when k is  17088 431.66904863575337
rmse when k is  17089 431.66904863575337
rmse when k is  17090 431.66904863575337
rmse when k is  17091 431.66904863575337
rmse when k is  17092 431.66904863575337
rmse when k is  17093 431.66904863575337
rmse when k is  17094 431.66904863575337
rmse when k is  17095 431.66904863575337
rmse when k is  17096 431.66904863575337
rmse when k is  17097 431.66904863575337
rmse when k is  17098 431.66904863575337
rmse when k is  17099 431.66904863575337
rmse when k is  17100 431.66904863575337
rmse when k is  17101 431.66904863575337
rmse when k is  17102 431.66904863575337
rmse when k is  17103 431.66904863575337
rmse when k is  17104 431.66904863575337
rmse when k is  17105 431.66904863575337
rmse when k is  17106 431.66904863575337
rmse when k is  17107 431.66904863575337
rmse when k is  17108 431.66904863575337
rmse when k is  17109 431.66904863575337
rmse when k is  17110 431.66904863575337
rmse when k is  17111 431.66904863575337
rmse when k is  17112 431.66904863575337
rmse when k is  17113 431.66904863575337
rmse when k is  17114 431.66904863575337
rmse when k is  17115 431.66904863575337
rmse when k is  17116 431.66904863575337
rmse when k is  17117 431.66904863575337
rmse when k is  17118 431.66904863575337
rmse when k is  17119 431.66904863575337
rmse when k is  17120 431.66904863575337
rmse when k is  17121 431.66904863575337
rmse when k is  17122 431.66904863575337
rmse when k is  17123 431.66904863575337
rmse when k is  17124 431.66904863575337
rmse when k is  17125 431.66904863575337
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rmse when k is  17130 431.66904863575337
rmse when k is  17131 431.66904863575337
rmse when k is  17132 431.66904863575337
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rmse when k is  17134 431.66904863575337
rmse when k is  17135 431.66904863575337
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rmse when k is  17140 431.66904863575337
rmse when k is  17141 431.66904863575337
rmse when k is  17142 431.66904863575337
rmse when k is  17143 431.66904863575337
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rmse when k is  17148 431.66904863575337
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rmse when k is  17152 431.66904863575337
rmse when k is  17153 431.66904863575337
rmse when k is  17154 431.66904863575337
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rmse when k is  17159 431.66904863575337
rmse when k is  17160 431.66904863575337
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rmse when k is  17188 431.66904863575337
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rmse when k is  17238 431.66904863575337
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rmse when k is  17240 431.66904863575337
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rmse when k is  17297 431.66904863575337
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rmse when k is  17364 431.66904863575337
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rmse when k is  17401 431.66904863575337
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rmse when k is  17403 431.66904863575337
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rmse when k is  17406 431.66904863575337
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rmse when k is  17410 431.66904863575337
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rmse when k is  17415 431.66904863575337
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rmse when k is  17436 431.66904863575337
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rmse when k is  17440 431.66904863575337
rmse when k is  17441 431.66904863575337
rmse when k is  17442 431.66904863575337
rmse when k is  17443 431.66904863575337
rmse when k is  17444 431.66904863575337
rmse when k is  17445 431.66904863575337
rmse when k is  17446 431.66904863575337
rmse when k is  17447 431.66904863575337
rmse when k is  17448 431.66904863575337
rmse when k is  17449 431.66904863575337
rmse when k is  17450 431.66904863575337
rmse when k is  17451 431.66904863575337
rmse when k is  17452 431.66904863575337
rmse when k is  17453 431.66904863575337
rmse when k is  17454 431.66904863575337
rmse when k is  17455 431.66904863575337
rmse when k is  17456 431.66904863575337
rmse when k is  17457 431.66904863575337
rmse when k is  17458 431.66904863575337
rmse when k is  17459 431.66904863575337
rmse when k is  17460 431.66904863575337
rmse when k is  17461 431.66904863575337
rmse when k is  17462 431.66904863575337
rmse when k is  17463 431.66904863575337
rmse when k is  17464 431.66904863575337
rmse when k is  17465 431.66904863575337
rmse when k is  17466 431.66904863575337
rmse when k is  17467 431.66904863575337
rmse when k is  17468 431.66904863575337
rmse when k is  17469 431.66904863575337
rmse when k is  17470 431.66904863575337
rmse when k is  17471 431.66904863575337
rmse when k is  17472 431.66904863575337
rmse when k is  17473 431.66904863575337
rmse when k is  17474 431.66904863575337
rmse when k is  17475 431.66904863575337
rmse when k is  17476 431.66904863575337
rmse when k is  17477 431.66904863575337
rmse when k is  17478 431.66904863575337
rmse when k is  17479 431.66904863575337
rmse when k is  17480 431.66904863575337
rmse when k is  17481 431.66904863575337
rmse when k is  17482 431.66904863575337
rmse when k is  17483 431.66904863575337
rmse when k is  17484 431.66904863575337
rmse when k is  17485 431.66904863575337
rmse when k is  17486 431.66904863575337
rmse when k is  17487 431.66904863575337
rmse when k is  17488 431.66904863575337
rmse when k is  17489 431.66904863575337
rmse when k is  17490 431.66904863575337
rmse when k is  17491 431.66904863575337
rmse when k is  17492 431.66904863575337
rmse when k is  17493 431.66904863575337
rmse when k is  17494 431.66904863575337
rmse when k is  17495 431.66904863575337
rmse when k is  17496 431.66904863575337
rmse when k is  17497 431.66904863575337
rmse when k is  17498 431.66904863575337
rmse when k is  17499 431.66904863575337
rmse when k is  17500 431.66904863575337
rmse when k is  17501 431.66904863575337
rmse when k is  17502 431.66904863575337
rmse when k is  17503 431.66904863575337
rmse when k is  17504 431.66904863575337
rmse when k is  17505 431.66904863575337
rmse when k is  17506 431.66904863575337
rmse when k is  17507 431.66904863575337
rmse when k is  17508 431.66904863575337
rmse when k is  17509 431.66904863575337
rmse when k is  17510 431.66904863575337
rmse when k is  17511 431.66904863575337
rmse when k is  17512 431.66904863575337
rmse when k is  17513 431.66904863575337
rmse when k is  17514 431.66904863575337
rmse when k is  17515 431.66904863575337
rmse when k is  17516 431.66904863575337
rmse when k is  17517 431.66904863575337
rmse when k is  17518 431.66904863575337
rmse when k is  17519 431.66904863575337
rmse when k is  17520 431.66904863575337
rmse when k is  17521 431.66904863575337
rmse when k is  17522 431.66904863575337
rmse when k is  17523 431.66904863575337
rmse when k is  17524 431.66904863575337
rmse when k is  17525 431.66904863575337
rmse when k is  17526 431.66904863575337
rmse when k is  17527 431.66904863575337
rmse when k is  17528 431.66904863575337
rmse when k is  17529 431.66904863575337
rmse when k is  17530 431.66904863575337
rmse when k is  17531 431.66904863575337
rmse when k is  17532 431.66904863575337
rmse when k is  17533 431.66904863575337
rmse when k is  17534 431.66904863575337
rmse when k is  17535 431.66904863575337
rmse when k is  17536 431.66904863575337
rmse when k is  17537 431.66904863575337
rmse when k is  17538 431.66904863575337
rmse when k is  17539 431.66904863575337
rmse when k is  17540 431.66904863575337
rmse when k is  17541 431.66904863575337
rmse when k is  17542 431.66904863575337
rmse when k is  17543 431.66904863575337
rmse when k is  17544 431.66904863575337
rmse when k is  17545 431.66904863575337
rmse when k is  17546 431.66904863575337
rmse when k is  17547 431.66904863575337
rmse when k is  17548 431.66904863575337
rmse when k is  17549 431.66904863575337
rmse when k is  17550 431.66904863575337
rmse when k is  17551 431.66904863575337
rmse when k is  17552 431.66904863575337
rmse when k is  17553 431.66904863575337
rmse when k is  17554 431.66904863575337
rmse when k is  17555 431.66904863575337
rmse when k is  17556 431.66904863575337
rmse when k is  17557 431.66904863575337
rmse when k is  17558 431.66904863575337
rmse when k is  17559 431.66904863575337
rmse when k is  17560 431.66904863575337
rmse when k is  17561 431.66904863575337
rmse when k is  17562 431.66904863575337
rmse when k is  17563 431.66904863575337
rmse when k is  17564 431.66904863575337
rmse when k is  17565 431.66904863575337
rmse when k is  17566 431.66904863575337
rmse when k is  17567 431.66904863575337
rmse when k is  17568 431.66904863575337
rmse when k is  17569 431.66904863575337
rmse when k is  17570 431.66904863575337
rmse when k is  17571 431.66904863575337
rmse when k is  17572 431.66904863575337
rmse when k is  17573 431.66904863575337
rmse when k is  17574 431.66904863575337
rmse when k is  17575 431.66904863575337
rmse when k is  17576 431.66904863575337
rmse when k is  17577 431.66904863575337
rmse when k is  17578 431.66904863575337
rmse when k is  17579 431.66904863575337
rmse when k is  17580 431.66904863575337
rmse when k is  17581 431.66904863575337
rmse when k is  17582 431.66904863575337
rmse when k is  17583 431.66904863575337
rmse when k is  17584 431.66904863575337
rmse when k is  17585 431.66904863575337
rmse when k is  17586 431.66904863575337
rmse when k is  17587 431.66904863575337
rmse when k is  17588 431.66904863575337
rmse when k is  17589 431.66904863575337
rmse when k is  17590 431.66904863575337
rmse when k is  17591 431.66904863575337
rmse when k is  17592 431.66904863575337
rmse when k is  17593 431.66904863575337
rmse when k is  17594 431.66904863575337
rmse when k is  17595 431.66904863575337
rmse when k is  17596 431.66904863575337
rmse when k is  17597 431.66904863575337
rmse when k is  17598 431.66904863575337
rmse when k is  17599 431.66904863575337
rmse when k is  17600 431.66904863575337
rmse when k is  17601 431.66904863575337
rmse when k is  17602 431.66904863575337
rmse when k is  17603 431.66904863575337
rmse when k is  17604 431.66904863575337
rmse when k is  17605 431.66904863575337
rmse when k is  17606 431.66904863575337
rmse when k is  17607 431.66904863575337
rmse when k is  17608 431.66904863575337
rmse when k is  17609 431.66904863575337
rmse when k is  17610 431.66904863575337
rmse when k is  17611 431.66904863575337
rmse when k is  17612 431.66904863575337
rmse when k is  17613 431.66904863575337
rmse when k is  17614 431.66904863575337
rmse when k is  17615 431.66904863575337
rmse when k is  17616 431.66904863575337
rmse when k is  17617 431.66904863575337
rmse when k is  17618 431.66904863575337
rmse when k is  17619 431.66904863575337
rmse when k is  17620 431.66904863575337
rmse when k is  17621 431.66904863575337
rmse when k is  17622 431.66904863575337
rmse when k is  17623 431.66904863575337
rmse when k is  17624 431.66904863575337
rmse when k is  17625 431.66904863575337
rmse when k is  17626 431.66904863575337
rmse when k is  17627 431.66904863575337
rmse when k is  17628 431.66904863575337
rmse when k is  17629 431.66904863575337
rmse when k is  17630 431.66904863575337
rmse when k is  17631 431.66904863575337
rmse when k is  17632 431.66904863575337
rmse when k is  17633 431.66904863575337
rmse when k is  17634 431.66904863575337
rmse when k is  17635 431.66904863575337
rmse when k is  17636 431.66904863575337
rmse when k is  17637 431.66904863575337
rmse when k is  17638 431.66904863575337
rmse when k is  17639 431.66904863575337
rmse when k is  17640 431.66904863575337
rmse when k is  17641 431.66904863575337
rmse when k is  17642 431.66904863575337
rmse when k is  17643 431.66904863575337
rmse when k is  17644 431.66904863575337
rmse when k is  17645 431.66904863575337
rmse when k is  17646 431.66904863575337
rmse when k is  17647 431.66904863575337
rmse when k is  17648 431.66904863575337
rmse when k is  17649 431.66904863575337
rmse when k is  17650 431.66904863575337
rmse when k is  17651 431.66904863575337
rmse when k is  17652 431.66904863575337
rmse when k is  17653 431.66904863575337
rmse when k is  17654 431.66904863575337
rmse when k is  17655 431.66904863575337
rmse when k is  17656 431.66904863575337
rmse when k is  17657 431.66904863575337
rmse when k is  17658 431.66904863575337
rmse when k is  17659 431.66904863575337
rmse when k is  17660 431.66904863575337
rmse when k is  17661 431.66904863575337
rmse when k is  17662 431.66904863575337
rmse when k is  17663 431.66904863575337
rmse when k is  17664 431.66904863575337
rmse when k is  17665 431.66904863575337
rmse when k is  17666 431.66904863575337
rmse when k is  17667 431.66904863575337
rmse when k is  17668 431.66904863575337
rmse when k is  17669 431.66904863575337
rmse when k is  17670 431.66904863575337
rmse when k is  17671 431.66904863575337
rmse when k is  17672 431.66904863575337
rmse when k is  17673 431.66904863575337
rmse when k is  17674 431.66904863575337
rmse when k is  17675 431.66904863575337
rmse when k is  17676 431.66904863575337
rmse when k is  17677 431.66904863575337
rmse when k is  17678 431.66904863575337
rmse when k is  17679 431.66904863575337
rmse when k is  17680 431.66904863575337
rmse when k is  17681 431.66904863575337
rmse when k is  17682 431.66904863575337
rmse when k is  17683 431.66904863575337
rmse when k is  17684 431.66904863575337
rmse when k is  17685 431.66904863575337
rmse when k is  17686 431.66904863575337
rmse when k is  17687 431.66904863575337
rmse when k is  17688 431.66904863575337
rmse when k is  17689 431.66904863575337
rmse when k is  17690 431.66904863575337
rmse when k is  17691 431.66904863575337
rmse when k is  17692 431.66904863575337
rmse when k is  17693 431.66904863575337
rmse when k is  17694 431.66904863575337
rmse when k is  17695 431.66904863575337
rmse when k is  17696 431.66904863575337
rmse when k is  17697 431.66904863575337
rmse when k is  17698 431.66904863575337
rmse when k is  17699 431.66904863575337
rmse when k is  17700 431.66904863575337
rmse when k is  17701 431.66904863575337
rmse when k is  17702 431.66904863575337
rmse when k is  17703 431.66904863575337
rmse when k is  17704 431.66904863575337
rmse when k is  17705 431.66904863575337
rmse when k is  17706 431.66904863575337
rmse when k is  17707 431.66904863575337
rmse when k is  17708 431.66904863575337
rmse when k is  17709 431.66904863575337
rmse when k is  17710 431.66904863575337
rmse when k is  17711 431.66904863575337
rmse when k is  17712 431.66904863575337
rmse when k is  17713 431.66904863575337
rmse when k is  17714 431.66904863575337
rmse when k is  17715 431.66904863575337
rmse when k is  17716 431.66904863575337
rmse when k is  17717 431.66904863575337
rmse when k is  17718 431.66904863575337
rmse when k is  17719 431.66904863575337
rmse when k is  17720 431.66904863575337
rmse when k is  17721 431.66904863575337
rmse when k is  17722 431.66904863575337
rmse when k is  17723 431.66904863575337
rmse when k is  17724 431.66904863575337
rmse when k is  17725 431.66904863575337
rmse when k is  17726 431.66904863575337
rmse when k is  17727 431.66904863575337
rmse when k is  17728 431.66904863575337
rmse when k is  17729 431.66904863575337
rmse when k is  17730 431.66904863575337
rmse when k is  17731 431.66904863575337
rmse when k is  17732 431.66904863575337
rmse when k is  17733 431.66904863575337
rmse when k is  17734 431.66904863575337
rmse when k is  17735 431.66904863575337
rmse when k is  17736 431.66904863575337
rmse when k is  17737 431.66904863575337
rmse when k is  17738 431.66904863575337
rmse when k is  17739 431.66904863575337
rmse when k is  17740 431.66904863575337
rmse when k is  17741 431.66904863575337
rmse when k is  17742 431.66904863575337
rmse when k is  17743 431.66904863575337
rmse when k is  17744 431.66904863575337
rmse when k is  17745 431.66904863575337
rmse when k is  17746 431.66904863575337
rmse when k is  17747 431.66904863575337
rmse when k is  17748 431.66904863575337
rmse when k is  17749 431.66904863575337
rmse when k is  17750 431.66904863575337
rmse when k is  17751 431.66904863575337
rmse when k is  17752 431.66904863575337
rmse when k is  17753 431.66904863575337
rmse when k is  17754 431.66904863575337
rmse when k is  17755 431.66904863575337
rmse when k is  17756 431.66904863575337
rmse when k is  17757 431.66904863575337
rmse when k is  17758 431.66904863575337
rmse when k is  17759 431.66904863575337
rmse when k is  17760 431.66904863575337
rmse when k is  17761 431.66904863575337
rmse when k is  17762 431.66904863575337
rmse when k is  17763 431.66904863575337
rmse when k is  17764 431.66904863575337
rmse when k is  17765 431.66904863575337
rmse when k is  17766 431.66904863575337
rmse when k is  17767 431.66904863575337
rmse when k is  17768 431.66904863575337
rmse when k is  17769 431.66904863575337
rmse when k is  17770 431.66904863575337
rmse when k is  17771 431.66904863575337
rmse when k is  17772 431.66904863575337
rmse when k is  17773 431.66904863575337
rmse when k is  17774 431.66904863575337
rmse when k is  17775 431.66904863575337
rmse when k is  17776 431.66904863575337
rmse when k is  17777 431.66904863575337
rmse when k is  17778 431.66904863575337
rmse when k is  17779 431.66904863575337
rmse when k is  17780 431.66904863575337
rmse when k is  17781 431.66904863575337
rmse when k is  17782 431.66904863575337
rmse when k is  17783 431.66904863575337
rmse when k is  17784 431.66904863575337
rmse when k is  17785 431.66904863575337
rmse when k is  17786 431.66904863575337
rmse when k is  17787 431.66904863575337
rmse when k is  17788 431.66904863575337
rmse when k is  17789 431.66904863575337
rmse when k is  17790 431.66904863575337
rmse when k is  17791 431.66904863575337
rmse when k is  17792 431.66904863575337
rmse when k is  17793 431.66904863575337
rmse when k is  17794 431.66904863575337
rmse when k is  17795 431.66904863575337
rmse when k is  17796 431.66904863575337
rmse when k is  17797 431.66904863575337
rmse when k is  17798 431.66904863575337
rmse when k is  17799 431.66904863575337
rmse when k is  17800 431.66904863575337
rmse when k is  17801 431.66904863575337
rmse when k is  17802 431.66904863575337
rmse when k is  17803 431.66904863575337
rmse when k is  17804 431.66904863575337
rmse when k is  17805 431.66904863575337
rmse when k is  17806 431.66904863575337
rmse when k is  17807 431.66904863575337
rmse when k is  17808 431.66904863575337
rmse when k is  17809 431.66904863575337
rmse when k is  17810 431.66904863575337
rmse when k is  17811 431.66904863575337
rmse when k is  17812 431.66904863575337
rmse when k is  17813 431.66904863575337
rmse when k is  17814 431.66904863575337
rmse when k is  17815 431.66904863575337
rmse when k is  17816 431.66904863575337
rmse when k is  17817 431.66904863575337
rmse when k is  17818 431.66904863575337
rmse when k is  17819 431.66904863575337
rmse when k is  17820 431.66904863575337
rmse when k is  17821 431.66904863575337
rmse when k is  17822 431.66904863575337
rmse when k is  17823 431.66904863575337
rmse when k is  17824 431.66904863575337
rmse when k is  17825 431.66904863575337
rmse when k is  17826 431.66904863575337
rmse when k is  17827 431.66904863575337
rmse when k is  17828 431.66904863575337
rmse when k is  17829 431.66904863575337
rmse when k is  17830 431.66904863575337
rmse when k is  17831 431.66904863575337
rmse when k is  17832 431.66904863575337
rmse when k is  17833 431.66904863575337
rmse when k is  17834 431.66904863575337
rmse when k is  17835 431.66904863575337
rmse when k is  17836 431.66904863575337
rmse when k is  17837 431.66904863575337
rmse when k is  17838 431.66904863575337
rmse when k is  17839 431.66904863575337
rmse when k is  17840 431.66904863575337
rmse when k is  17841 431.66904863575337
rmse when k is  17842 431.66904863575337
rmse when k is  17843 431.66904863575337
rmse when k is  17844 431.66904863575337
rmse when k is  17845 431.66904863575337
rmse when k is  17846 431.66904863575337
rmse when k is  17847 431.66904863575337
rmse when k is  17848 431.66904863575337
rmse when k is  17849 431.66904863575337
rmse when k is  17850 431.66904863575337
rmse when k is  17851 431.66904863575337
rmse when k is  17852 431.66904863575337
rmse when k is  17853 431.66904863575337
rmse when k is  17854 431.66904863575337
rmse when k is  17855 431.66904863575337
rmse when k is  17856 431.66904863575337
rmse when k is  17857 431.66904863575337
rmse when k is  17858 431.66904863575337
rmse when k is  17859 431.66904863575337
rmse when k is  17860 431.66904863575337
rmse when k is  17861 431.66904863575337
rmse when k is  17862 431.66904863575337
rmse when k is  17863 431.66904863575337
rmse when k is  17864 431.66904863575337
rmse when k is  17865 431.66904863575337
rmse when k is  17866 431.66904863575337
rmse when k is  17867 431.66904863575337
rmse when k is  17868 431.66904863575337
rmse when k is  17869 431.66904863575337
rmse when k is  17870 431.66904863575337
rmse when k is  17871 431.66904863575337
rmse when k is  17872 431.66904863575337
rmse when k is  17873 431.66904863575337
rmse when k is  17874 431.66904863575337
rmse when k is  17875 431.66904863575337
rmse when k is  17876 431.66904863575337
rmse when k is  17877 431.66904863575337
rmse when k is  17878 431.66904863575337
rmse when k is  17879 431.66904863575337
rmse when k is  17880 431.66904863575337
rmse when k is  17881 431.66904863575337
rmse when k is  17882 431.66904863575337
rmse when k is  17883 431.66904863575337
rmse when k is  17884 431.66904863575337
rmse when k is  17885 431.66904863575337
rmse when k is  17886 431.66904863575337
rmse when k is  17887 431.66904863575337
rmse when k is  17888 431.66904863575337
rmse when k is  17889 431.66904863575337
rmse when k is  17890 431.66904863575337
rmse when k is  17891 431.66904863575337
rmse when k is  17892 431.66904863575337
rmse when k is  17893 431.66904863575337
rmse when k is  17894 431.66904863575337
rmse when k is  17895 431.66904863575337
rmse when k is  17896 431.66904863575337
rmse when k is  17897 431.66904863575337
rmse when k is  17898 431.66904863575337
rmse when k is  17899 431.66904863575337
rmse when k is  17900 431.66904863575337
rmse when k is  17901 431.66904863575337
rmse when k is  17902 431.66904863575337
rmse when k is  17903 431.66904863575337
rmse when k is  17904 431.66904863575337
rmse when k is  17905 431.66904863575337
rmse when k is  17906 431.66904863575337
rmse when k is  17907 431.66904863575337
rmse when k is  17908 431.66904863575337
rmse when k is  17909 431.66904863575337
rmse when k is  17910 431.66904863575337
rmse when k is  17911 431.66904863575337
rmse when k is  17912 431.66904863575337
rmse when k is  17913 431.66904863575337
rmse when k is  17914 431.66904863575337
rmse when k is  17915 431.66904863575337
rmse when k is  17916 431.66904863575337
rmse when k is  17917 431.66904863575337
rmse when k is  17918 431.66904863575337
rmse when k is  17919 431.66904863575337
rmse when k is  17920 431.66904863575337
rmse when k is  17921 431.66904863575337
rmse when k is  17922 431.66904863575337
rmse when k is  17923 431.66904863575337
rmse when k is  17924 431.66904863575337
rmse when k is  17925 431.66904863575337
rmse when k is  17926 431.66904863575337
rmse when k is  17927 431.66904863575337
rmse when k is  17928 431.66904863575337
rmse when k is  17929 431.66904863575337
rmse when k is  17930 431.66904863575337
rmse when k is  17931 431.66904863575337
rmse when k is  17932 431.66904863575337
rmse when k is  17933 431.66904863575337
rmse when k is  17934 431.66904863575337
rmse when k is  17935 431.66904863575337
rmse when k is  17936 431.66904863575337
rmse when k is  17937 431.66904863575337
rmse when k is  17938 431.66904863575337
rmse when k is  17939 431.66904863575337
rmse when k is  17940 431.66904863575337
rmse when k is  17941 431.66904863575337
rmse when k is  17942 431.66904863575337
rmse when k is  17943 431.66904863575337
rmse when k is  17944 431.66904863575337
rmse when k is  17945 431.66904863575337
rmse when k is  17946 431.66904863575337
rmse when k is  17947 431.66904863575337
rmse when k is  17948 431.66904863575337
rmse when k is  17949 431.66904863575337
rmse when k is  17950 431.66904863575337
rmse when k is  17951 431.66904863575337
rmse when k is  17952 431.66904863575337
rmse when k is  17953 431.66904863575337
rmse when k is  17954 431.66904863575337
rmse when k is  17955 431.66904863575337
rmse when k is  17956 431.66904863575337
rmse when k is  17957 431.66904863575337
rmse when k is  17958 431.66904863575337
rmse when k is  17959 431.66904863575337
rmse when k is  17960 431.66904863575337
rmse when k is  17961 431.66904863575337
rmse when k is  17962 431.66904863575337
rmse when k is  17963 431.66904863575337
rmse when k is  17964 431.66904863575337
rmse when k is  17965 431.66904863575337
rmse when k is  17966 431.66904863575337
rmse when k is  17967 431.66904863575337
rmse when k is  17968 431.66904863575337
rmse when k is  17969 431.66904863575337
rmse when k is  17970 431.66904863575337
rmse when k is  17971 431.66904863575337
rmse when k is  17972 431.66904863575337
rmse when k is  17973 431.66904863575337
rmse when k is  17974 431.66904863575337
rmse when k is  17975 431.66904863575337
rmse when k is  17976 431.66904863575337
rmse when k is  17977 431.66904863575337
rmse when k is  17978 431.66904863575337
rmse when k is  17979 431.66904863575337
rmse when k is  17980 431.66904863575337
rmse when k is  17981 431.66904863575337
rmse when k is  17982 431.66904863575337
rmse when k is  17983 431.66904863575337
rmse when k is  17984 431.66904863575337
rmse when k is  17985 431.66904863575337
rmse when k is  17986 431.66904863575337
rmse when k is  17987 431.66904863575337
rmse when k is  17988 431.66904863575337
rmse when k is  17989 431.66904863575337
rmse when k is  17990 431.66904863575337
rmse when k is  17991 431.66904863575337
rmse when k is  17992 431.66904863575337
rmse when k is  17993 431.66904863575337
rmse when k is  17994 431.66904863575337
rmse when k is  17995 431.66904863575337
rmse when k is  17996 431.66904863575337
rmse when k is  17997 431.66904863575337
rmse when k is  17998 431.66904863575337
rmse when k is  17999 431.66904863575337
rmse when k is  18000 431.66904863575337
rmse when k is  18001 431.66904863575337
rmse when k is  18002 431.66904863575337
rmse when k is  18003 431.66904863575337
rmse when k is  18004 431.66904863575337
rmse when k is  18005 431.66904863575337
rmse when k is  18006 431.66904863575337
rmse when k is  18007 431.66904863575337
rmse when k is  18008 431.66904863575337
rmse when k is  18009 431.66904863575337
rmse when k is  18010 431.66904863575337
rmse when k is  18011 431.66904863575337
rmse when k is  18012 431.66904863575337
rmse when k is  18013 431.66904863575337
rmse when k is  18014 431.66904863575337
rmse when k is  18015 431.66904863575337
rmse when k is  18016 431.66904863575337
rmse when k is  18017 431.66904863575337
rmse when k is  18018 431.66904863575337
rmse when k is  18019 431.66904863575337
rmse when k is  18020 431.66904863575337
rmse when k is  18021 431.66904863575337
rmse when k is  18022 431.66904863575337
rmse when k is  18023 431.66904863575337
rmse when k is  18024 431.66904863575337
rmse when k is  18025 431.66904863575337
rmse when k is  18026 431.66904863575337
rmse when k is  18027 431.66904863575337
rmse when k is  18028 431.66904863575337
rmse when k is  18029 431.66904863575337
rmse when k is  18030 431.66904863575337
rmse when k is  18031 431.66904863575337
rmse when k is  18032 431.66904863575337
rmse when k is  18033 431.66904863575337
rmse when k is  18034 431.66904863575337
rmse when k is  18035 431.66904863575337
rmse when k is  18036 431.66904863575337
rmse when k is  18037 431.66904863575337
rmse when k is  18038 431.66904863575337
rmse when k is  18039 431.66904863575337
rmse when k is  18040 431.66904863575337
rmse when k is  18041 431.66904863575337
rmse when k is  18042 431.66904863575337
rmse when k is  18043 431.66904863575337
rmse when k is  18044 431.66904863575337
rmse when k is  18045 431.66904863575337
rmse when k is  18046 431.66904863575337
rmse when k is  18047 431.66904863575337
rmse when k is  18048 431.66904863575337
rmse when k is  18049 431.66904863575337
rmse when k is  18050 431.66904863575337
rmse when k is  18051 431.66904863575337
rmse when k is  18052 431.66904863575337
rmse when k is  18053 431.66904863575337
rmse when k is  18054 431.66904863575337
rmse when k is  18055 431.66904863575337
rmse when k is  18056 431.66904863575337
rmse when k is  18057 431.66904863575337
rmse when k is  18058 431.66904863575337
rmse when k is  18059 431.66904863575337
rmse when k is  18060 431.66904863575337
rmse when k is  18061 431.66904863575337
rmse when k is  18062 431.66904863575337
rmse when k is  18063 431.66904863575337
rmse when k is  18064 431.66904863575337
rmse when k is  18065 431.66904863575337
rmse when k is  18066 431.66904863575337
rmse when k is  18067 431.66904863575337
rmse when k is  18068 431.66904863575337
rmse when k is  18069 431.66904863575337
rmse when k is  18070 431.66904863575337
rmse when k is  18071 431.66904863575337
rmse when k is  18072 431.66904863575337
rmse when k is  18073 431.66904863575337
rmse when k is  18074 431.66904863575337
rmse when k is  18075 431.66904863575337
rmse when k is  18076 431.66904863575337
rmse when k is  18077 431.66904863575337
rmse when k is  18078 431.66904863575337
rmse when k is  18079 431.66904863575337
rmse when k is  18080 431.66904863575337
rmse when k is  18081 431.66904863575337
rmse when k is  18082 431.66904863575337
rmse when k is  18083 431.66904863575337
rmse when k is  18084 431.66904863575337
rmse when k is  18085 431.66904863575337
rmse when k is  18086 431.66904863575337
rmse when k is  18087 431.66904863575337
rmse when k is  18088 431.66904863575337
rmse when k is  18089 431.66904863575337
rmse when k is  18090 431.66904863575337
rmse when k is  18091 431.66904863575337
rmse when k is  18092 431.66904863575337
rmse when k is  18093 431.66904863575337
rmse when k is  18094 431.66904863575337
rmse when k is  18095 431.66904863575337
rmse when k is  18096 431.66904863575337
rmse when k is  18097 431.66904863575337
rmse when k is  18098 431.66904863575337
rmse when k is  18099 431.66904863575337
rmse when k is  18100 431.66904863575337
rmse when k is  18101 431.66904863575337
rmse when k is  18102 431.66904863575337
rmse when k is  18103 431.66904863575337
rmse when k is  18104 431.66904863575337
rmse when k is  18105 431.66904863575337
rmse when k is  18106 431.66904863575337
rmse when k is  18107 431.66904863575337
rmse when k is  18108 431.66904863575337
rmse when k is  18109 431.66904863575337
rmse when k is  18110 431.66904863575337
rmse when k is  18111 431.66904863575337
rmse when k is  18112 431.66904863575337
rmse when k is  18113 431.66904863575337
rmse when k is  18114 431.66904863575337
rmse when k is  18115 431.66904863575337
rmse when k is  18116 431.66904863575337
rmse when k is  18117 431.66904863575337
rmse when k is  18118 431.66904863575337
rmse when k is  18119 431.66904863575337
rmse when k is  18120 431.66904863575337
rmse when k is  18121 431.66904863575337
rmse when k is  18122 431.66904863575337
rmse when k is  18123 431.66904863575337
rmse when k is  18124 431.66904863575337
rmse when k is  18125 431.66904863575337
rmse when k is  18126 431.66904863575337
rmse when k is  18127 431.66904863575337
rmse when k is  18128 431.66904863575337
rmse when k is  18129 431.66904863575337
rmse when k is  18130 431.66904863575337
rmse when k is  18131 431.66904863575337
rmse when k is  18132 431.66904863575337
rmse when k is  18133 431.66904863575337
rmse when k is  18134 431.66904863575337
rmse when k is  18135 431.66904863575337
rmse when k is  18136 431.66904863575337
rmse when k is  18137 431.66904863575337
rmse when k is  18138 431.66904863575337
rmse when k is  18139 431.66904863575337
rmse when k is  18140 431.66904863575337
rmse when k is  18141 431.66904863575337
rmse when k is  18142 431.66904863575337
rmse when k is  18143 431.66904863575337
rmse when k is  18144 431.66904863575337
rmse when k is  18145 431.66904863575337
rmse when k is  18146 431.66904863575337
rmse when k is  18147 431.66904863575337
rmse when k is  18148 431.66904863575337
rmse when k is  18149 431.66904863575337
rmse when k is  18150 431.66904863575337
rmse when k is  18151 431.66904863575337
rmse when k is  18152 431.66904863575337
rmse when k is  18153 431.66904863575337
rmse when k is  18154 431.66904863575337
rmse when k is  18155 431.66904863575337
rmse when k is  18156 431.66904863575337
rmse when k is  18157 431.66904863575337
rmse when k is  18158 431.66904863575337
rmse when k is  18159 431.66904863575337
rmse when k is  18160 431.66904863575337
rmse when k is  18161 431.66904863575337
rmse when k is  18162 431.66904863575337
rmse when k is  18163 431.66904863575337
rmse when k is  18164 431.66904863575337
rmse when k is  18165 431.66904863575337
rmse when k is  18166 431.66904863575337
rmse when k is  18167 431.66904863575337
rmse when k is  18168 431.66904863575337
rmse when k is  18169 431.66904863575337
rmse when k is  18170 431.66904863575337
rmse when k is  18171 431.66904863575337
rmse when k is  18172 431.66904863575337
rmse when k is  18173 431.66904863575337
rmse when k is  18174 431.66904863575337
rmse when k is  18175 431.66904863575337
rmse when k is  18176 431.66904863575337
rmse when k is  18177 431.66904863575337
rmse when k is  18178 431.66904863575337
rmse when k is  18179 431.66904863575337
rmse when k is  18180 431.66904863575337
rmse when k is  18181 431.66904863575337
rmse when k is  18182 431.66904863575337
rmse when k is  18183 431.66904863575337
rmse when k is  18184 431.66904863575337
rmse when k is  18185 431.66904863575337
rmse when k is  18186 431.66904863575337
rmse when k is  18187 431.66904863575337
rmse when k is  18188 431.66904863575337
rmse when k is  18189 431.66904863575337
rmse when k is  18190 431.66904863575337
rmse when k is  18191 431.66904863575337
rmse when k is  18192 431.66904863575337
rmse when k is  18193 431.66904863575337
rmse when k is  18194 431.66904863575337
rmse when k is  18195 431.66904863575337
rmse when k is  18196 431.66904863575337
rmse when k is  18197 431.66904863575337
rmse when k is  18198 431.66904863575337
rmse when k is  18199 431.66904863575337
rmse when k is  18200 431.66904863575337
rmse when k is  18201 431.66904863575337
rmse when k is  18202 431.66904863575337
rmse when k is  18203 431.66904863575337
rmse when k is  18204 431.66904863575337
rmse when k is  18205 431.66904863575337
rmse when k is  18206 431.66904863575337
rmse when k is  18207 431.66904863575337
rmse when k is  18208 431.66904863575337
rmse when k is  18209 431.66904863575337
rmse when k is  18210 431.66904863575337
rmse when k is  18211 431.66904863575337
rmse when k is  18212 431.66904863575337
rmse when k is  18213 431.66904863575337
rmse when k is  18214 431.66904863575337
rmse when k is  18215 431.66904863575337
rmse when k is  18216 431.66904863575337
rmse when k is  18217 431.66904863575337
rmse when k is  18218 431.66904863575337
rmse when k is  18219 431.66904863575337
rmse when k is  18220 431.66904863575337
rmse when k is  18221 431.66904863575337
rmse when k is  18222 431.66904863575337
rmse when k is  18223 431.66904863575337
rmse when k is  18224 431.66904863575337
rmse when k is  18225 431.66904863575337
rmse when k is  18226 431.66904863575337
rmse when k is  18227 431.66904863575337
rmse when k is  18228 431.66904863575337
rmse when k is  18229 431.66904863575337
rmse when k is  18230 431.66904863575337
rmse when k is  18231 431.66904863575337
rmse when k is  18232 431.66904863575337
rmse when k is  18233 431.66904863575337
rmse when k is  18234 431.66904863575337
rmse when k is  18235 431.66904863575337
rmse when k is  18236 431.66904863575337
rmse when k is  18237 431.66904863575337
rmse when k is  18238 431.66904863575337
rmse when k is  18239 431.66904863575337
rmse when k is  18240 431.66904863575337
rmse when k is  18241 431.66904863575337
rmse when k is  18242 431.66904863575337
rmse when k is  18243 431.66904863575337
rmse when k is  18244 431.66904863575337
rmse when k is  18245 431.66904863575337
rmse when k is  18246 431.66904863575337
rmse when k is  18247 431.66904863575337
rmse when k is  18248 431.66904863575337
rmse when k is  18249 431.66904863575337
rmse when k is  18250 431.66904863575337
rmse when k is  18251 431.66904863575337
rmse when k is  18252 431.66904863575337
rmse when k is  18253 431.66904863575337
rmse when k is  18254 431.66904863575337
rmse when k is  18255 431.66904863575337
rmse when k is  18256 431.66904863575337
rmse when k is  18257 431.66904863575337
rmse when k is  18258 431.66904863575337
rmse when k is  18259 431.66904863575337
rmse when k is  18260 431.66904863575337
rmse when k is  18261 431.66904863575337
rmse when k is  18262 431.66904863575337
rmse when k is  18263 431.66904863575337
rmse when k is  18264 431.66904863575337
rmse when k is  18265 431.66904863575337
rmse when k is  18266 431.66904863575337
rmse when k is  18267 431.66904863575337
rmse when k is  18268 431.66904863575337
rmse when k is  18269 431.66904863575337
rmse when k is  18270 431.66904863575337
rmse when k is  18271 431.66904863575337
rmse when k is  18272 431.66904863575337
rmse when k is  18273 431.66904863575337
rmse when k is  18274 431.66904863575337
rmse when k is  18275 431.66904863575337
rmse when k is  18276 431.66904863575337
rmse when k is  18277 431.66904863575337
rmse when k is  18278 431.66904863575337
rmse when k is  18279 431.66904863575337
rmse when k is  18280 431.66904863575337
rmse when k is  18281 431.66904863575337
rmse when k is  18282 431.66904863575337
rmse when k is  18283 431.66904863575337
rmse when k is  18284 431.66904863575337
rmse when k is  18285 431.66904863575337
rmse when k is  18286 431.66904863575337
rmse when k is  18287 431.66904863575337
rmse when k is  18288 431.66904863575337
rmse when k is  18289 431.66904863575337
rmse when k is  18290 431.66904863575337
rmse when k is  18291 431.66904863575337
rmse when k is  18292 431.66904863575337
rmse when k is  18293 431.66904863575337
rmse when k is  18294 431.66904863575337
rmse when k is  18295 431.66904863575337
rmse when k is  18296 431.66904863575337
rmse when k is  18297 431.66904863575337
rmse when k is  18298 431.66904863575337
rmse when k is  18299 431.66904863575337
rmse when k is  18300 431.66904863575337
rmse when k is  18301 431.66904863575337
rmse when k is  18302 431.66904863575337
rmse when k is  18303 431.66904863575337
rmse when k is  18304 431.66904863575337
rmse when k is  18305 431.66904863575337
rmse when k is  18306 431.66904863575337
rmse when k is  18307 431.66904863575337
rmse when k is  18308 431.66904863575337
rmse when k is  18309 431.66904863575337
rmse when k is  18310 431.66904863575337
rmse when k is  18311 431.66904863575337
rmse when k is  18312 431.66904863575337
rmse when k is  18313 431.66904863575337
rmse when k is  18314 431.66904863575337
rmse when k is  18315 431.66904863575337
rmse when k is  18316 431.66904863575337
rmse when k is  18317 431.66904863575337
rmse when k is  18318 431.66904863575337
rmse when k is  18319 431.66904863575337
rmse when k is  18320 431.66904863575337
rmse when k is  18321 431.66904863575337
rmse when k is  18322 431.66904863575337
rmse when k is  18323 431.66904863575337
rmse when k is  18324 431.66904863575337
rmse when k is  18325 431.66904863575337
rmse when k is  18326 431.66904863575337
rmse when k is  18327 431.66904863575337
rmse when k is  18328 431.66904863575337
rmse when k is  18329 431.66904863575337
rmse when k is  18330 431.66904863575337
rmse when k is  18331 431.66904863575337
rmse when k is  18332 431.66904863575337
rmse when k is  18333 431.66904863575337
rmse when k is  18334 431.66904863575337
rmse when k is  18335 431.66904863575337
rmse when k is  18336 431.66904863575337
rmse when k is  18337 431.66904863575337
rmse when k is  18338 431.66904863575337
rmse when k is  18339 431.66904863575337
rmse when k is  18340 431.66904863575337
rmse when k is  18341 431.66904863575337
rmse when k is  18342 431.66904863575337
rmse when k is  18343 431.66904863575337
rmse when k is  18344 431.66904863575337
rmse when k is  18345 431.66904863575337
rmse when k is  18346 431.66904863575337
rmse when k is  18347 431.66904863575337
rmse when k is  18348 431.66904863575337
rmse when k is  18349 431.66904863575337
rmse when k is  18350 431.66904863575337
rmse when k is  18351 431.66904863575337
rmse when k is  18352 431.66904863575337
rmse when k is  18353 431.66904863575337
rmse when k is  18354 431.66904863575337
rmse when k is  18355 431.66904863575337
rmse when k is  18356 431.66904863575337
rmse when k is  18357 431.66904863575337
rmse when k is  18358 431.66904863575337
rmse when k is  18359 431.66904863575337
rmse when k is  18360 431.66904863575337
rmse when k is  18361 431.66904863575337
rmse when k is  18362 431.66904863575337
rmse when k is  18363 431.66904863575337
rmse when k is  18364 431.66904863575337
rmse when k is  18365 431.66904863575337
rmse when k is  18366 431.66904863575337
rmse when k is  18367 431.66904863575337
rmse when k is  18368 431.66904863575337
rmse when k is  18369 431.66904863575337
rmse when k is  18370 431.66904863575337
rmse when k is  18371 431.66904863575337
rmse when k is  18372 431.66904863575337
rmse when k is  18373 431.66904863575337
rmse when k is  18374 431.66904863575337
rmse when k is  18375 431.66904863575337
rmse when k is  18376 431.66904863575337
rmse when k is  18377 431.66904863575337
rmse when k is  18378 431.66904863575337
rmse when k is  18379 431.66904863575337
rmse when k is  18380 431.66904863575337
rmse when k is  18381 431.66904863575337
rmse when k is  18382 431.66904863575337
rmse when k is  18383 431.66904863575337
rmse when k is  18384 431.66904863575337
rmse when k is  18385 431.66904863575337
rmse when k is  18386 431.66904863575337
rmse when k is  18387 431.66904863575337
rmse when k is  18388 431.66904863575337
rmse when k is  18389 431.66904863575337
rmse when k is  18390 431.66904863575337
rmse when k is  18391 431.66904863575337
rmse when k is  18392 431.66904863575337
rmse when k is  18393 431.66904863575337
rmse when k is  18394 431.66904863575337
rmse when k is  18395 431.66904863575337
rmse when k is  18396 431.66904863575337
rmse when k is  18397 431.66904863575337
rmse when k is  18398 431.66904863575337
rmse when k is  18399 431.66904863575337
rmse when k is  18400 431.66904863575337
rmse when k is  18401 431.66904863575337
rmse when k is  18402 431.66904863575337
rmse when k is  18403 431.66904863575337
rmse when k is  18404 431.66904863575337
rmse when k is  18405 431.66904863575337
rmse when k is  18406 431.66904863575337
rmse when k is  18407 431.66904863575337
rmse when k is  18408 431.66904863575337
rmse when k is  18409 431.66904863575337
rmse when k is  18410 431.66904863575337
rmse when k is  18411 431.66904863575337
rmse when k is  18412 431.66904863575337
rmse when k is  18413 431.66904863575337
rmse when k is  18414 431.66904863575337
rmse when k is  18415 431.66904863575337
rmse when k is  18416 431.66904863575337
rmse when k is  18417 431.66904863575337
rmse when k is  18418 431.66904863575337
rmse when k is  18419 431.66904863575337
rmse when k is  18420 431.66904863575337
rmse when k is  18421 431.66904863575337
rmse when k is  18422 431.66904863575337
rmse when k is  18423 431.66904863575337
rmse when k is  18424 431.66904863575337
rmse when k is  18425 431.66904863575337
rmse when k is  18426 431.66904863575337
rmse when k is  18427 431.66904863575337
rmse when k is  18428 431.66904863575337
rmse when k is  18429 431.66904863575337
rmse when k is  18430 431.66904863575337
rmse when k is  18431 431.66904863575337
rmse when k is  18432 431.66904863575337
rmse when k is  18433 431.66904863575337
rmse when k is  18434 431.66904863575337
rmse when k is  18435 431.66904863575337
rmse when k is  18436 431.66904863575337
rmse when k is  18437 431.66904863575337
rmse when k is  18438 431.66904863575337
rmse when k is  18439 431.66904863575337
rmse when k is  18440 431.66904863575337
rmse when k is  18441 431.66904863575337
rmse when k is  18442 431.66904863575337
rmse when k is  18443 431.66904863575337
rmse when k is  18444 431.66904863575337
rmse when k is  18445 431.66904863575337
rmse when k is  18446 431.66904863575337
rmse when k is  18447 431.66904863575337
rmse when k is  18448 431.66904863575337
rmse when k is  18449 431.66904863575337
rmse when k is  18450 431.66904863575337
rmse when k is  18451 431.66904863575337
rmse when k is  18452 431.66904863575337
rmse when k is  18453 431.66904863575337
rmse when k is  18454 431.66904863575337
rmse when k is  18455 431.66904863575337
rmse when k is  18456 431.66904863575337
rmse when k is  18457 431.66904863575337
rmse when k is  18458 431.66904863575337
rmse when k is  18459 431.66904863575337
rmse when k is  18460 431.66904863575337
rmse when k is  18461 431.66904863575337
rmse when k is  18462 431.66904863575337
rmse when k is  18463 431.66904863575337
rmse when k is  18464 431.66904863575337
rmse when k is  18465 431.66904863575337
rmse when k is  18466 431.66904863575337
rmse when k is  18467 431.66904863575337
rmse when k is  18468 431.66904863575337
rmse when k is  18469 431.66904863575337
rmse when k is  18470 431.66904863575337
rmse when k is  18471 431.66904863575337
rmse when k is  18472 431.66904863575337
rmse when k is  18473 431.66904863575337
rmse when k is  18474 431.66904863575337
rmse when k is  18475 431.66904863575337
rmse when k is  18476 431.66904863575337
rmse when k is  18477 431.66904863575337
rmse when k is  18478 431.66904863575337
rmse when k is  18479 431.66904863575337
rmse when k is  18480 431.66904863575337
rmse when k is  18481 431.66904863575337
rmse when k is  18482 431.66904863575337
rmse when k is  18483 431.66904863575337
rmse when k is  18484 431.66904863575337
rmse when k is  18485 431.66904863575337
rmse when k is  18486 431.66904863575337
rmse when k is  18487 431.66904863575337
rmse when k is  18488 431.66904863575337
rmse when k is  18489 431.66904863575337
rmse when k is  18490 431.66904863575337
rmse when k is  18491 431.66904863575337
rmse when k is  18492 431.66904863575337
rmse when k is  18493 431.66904863575337
rmse when k is  18494 431.66904863575337
rmse when k is  18495 431.66904863575337
rmse when k is  18496 431.66904863575337
rmse when k is  18497 431.66904863575337
rmse when k is  18498 431.66904863575337
rmse when k is  18499 431.66904863575337
rmse when k is  18500 431.66904863575337
rmse when k is  18501 431.66904863575337
rmse when k is  18502 431.66904863575337
rmse when k is  18503 431.66904863575337
rmse when k is  18504 431.66904863575337
rmse when k is  18505 431.66904863575337
rmse when k is  18506 431.66904863575337
rmse when k is  18507 431.66904863575337
rmse when k is  18508 431.66904863575337
rmse when k is  18509 431.66904863575337
rmse when k is  18510 431.66904863575337
rmse when k is  18511 431.66904863575337
rmse when k is  18512 431.66904863575337
rmse when k is  18513 431.66904863575337
rmse when k is  18514 431.66904863575337
rmse when k is  18515 431.66904863575337
rmse when k is  18516 431.66904863575337
rmse when k is  18517 431.66904863575337
rmse when k is  18518 431.66904863575337
rmse when k is  18519 431.66904863575337
rmse when k is  18520 431.66904863575337
rmse when k is  18521 431.66904863575337
rmse when k is  18522 431.66904863575337
rmse when k is  18523 431.66904863575337
rmse when k is  18524 431.66904863575337
rmse when k is  18525 431.66904863575337
rmse when k is  18526 431.66904863575337
rmse when k is  18527 431.66904863575337
rmse when k is  18528 431.66904863575337
rmse when k is  18529 431.66904863575337
rmse when k is  18530 431.66904863575337
rmse when k is  18531 431.66904863575337
rmse when k is  18532 431.66904863575337
rmse when k is  18533 431.66904863575337
rmse when k is  18534 431.66904863575337
rmse when k is  18535 431.66904863575337
rmse when k is  18536 431.66904863575337
rmse when k is  18537 431.66904863575337
rmse when k is  18538 431.66904863575337
rmse when k is  18539 431.66904863575337
rmse when k is  18540 431.66904863575337
rmse when k is  18541 431.66904863575337
rmse when k is  18542 431.66904863575337
rmse when k is  18543 431.66904863575337
rmse when k is  18544 431.66904863575337
rmse when k is  18545 431.66904863575337
rmse when k is  18546 431.66904863575337
rmse when k is  18547 431.66904863575337
rmse when k is  18548 431.66904863575337
rmse when k is  18549 431.66904863575337
rmse when k is  18550 431.66904863575337
rmse when k is  18551 431.66904863575337
rmse when k is  18552 431.66904863575337
rmse when k is  18553 431.66904863575337
rmse when k is  18554 431.66904863575337
rmse when k is  18555 431.66904863575337
rmse when k is  18556 431.66904863575337
rmse when k is  18557 431.66904863575337
rmse when k is  18558 431.66904863575337
rmse when k is  18559 431.66904863575337
rmse when k is  18560 431.66904863575337
rmse when k is  18561 431.66904863575337
rmse when k is  18562 431.66904863575337
rmse when k is  18563 431.66904863575337
rmse when k is  18564 431.66904863575337
rmse when k is  18565 431.66904863575337
rmse when k is  18566 431.66904863575337
rmse when k is  18567 431.66904863575337
rmse when k is  18568 431.66904863575337
rmse when k is  18569 431.66904863575337
rmse when k is  18570 431.66904863575337
rmse when k is  18571 431.66904863575337
rmse when k is  18572 431.66904863575337
rmse when k is  18573 431.66904863575337
rmse when k is  18574 431.66904863575337
rmse when k is  18575 431.66904863575337
rmse when k is  18576 431.66904863575337
rmse when k is  18577 431.66904863575337
rmse when k is  18578 431.66904863575337
rmse when k is  18579 431.66904863575337
rmse when k is  18580 431.66904863575337
rmse when k is  18581 431.66904863575337
rmse when k is  18582 431.66904863575337
rmse when k is  18583 431.66904863575337
rmse when k is  18584 431.66904863575337
rmse when k is  18585 431.66904863575337
rmse when k is  18586 431.66904863575337
rmse when k is  18587 431.66904863575337
rmse when k is  18588 431.66904863575337
rmse when k is  18589 431.66904863575337
rmse when k is  18590 431.66904863575337
rmse when k is  18591 431.66904863575337
rmse when k is  18592 431.66904863575337
rmse when k is  18593 431.66904863575337
rmse when k is  18594 431.66904863575337
rmse when k is  18595 431.66904863575337
rmse when k is  18596 431.66904863575337
rmse when k is  18597 431.66904863575337
rmse when k is  18598 431.66904863575337
rmse when k is  18599 431.66904863575337
rmse when k is  18600 431.66904863575337
rmse when k is  18601 431.66904863575337
rmse when k is  18602 431.66904863575337
rmse when k is  18603 431.66904863575337
rmse when k is  18604 431.66904863575337
rmse when k is  18605 431.66904863575337
rmse when k is  18606 431.66904863575337
rmse when k is  18607 431.66904863575337
rmse when k is  18608 431.66904863575337
rmse when k is  18609 431.66904863575337
rmse when k is  18610 431.66904863575337
rmse when k is  18611 431.66904863575337
rmse when k is  18612 431.66904863575337
rmse when k is  18613 431.66904863575337
rmse when k is  18614 431.66904863575337
rmse when k is  18615 431.66904863575337
rmse when k is  18616 431.66904863575337
rmse when k is  18617 431.66904863575337
rmse when k is  18618 431.66904863575337
rmse when k is  18619 431.66904863575337
rmse when k is  18620 431.66904863575337
rmse when k is  18621 431.66904863575337
rmse when k is  18622 431.66904863575337
rmse when k is  18623 431.66904863575337
rmse when k is  18624 431.66904863575337
rmse when k is  18625 431.66904863575337
rmse when k is  18626 431.66904863575337
rmse when k is  18627 431.66904863575337
rmse when k is  18628 431.66904863575337
rmse when k is  18629 431.66904863575337
rmse when k is  18630 431.66904863575337
rmse when k is  18631 431.66904863575337
rmse when k is  18632 431.66904863575337
rmse when k is  18633 431.66904863575337
rmse when k is  18634 431.66904863575337
rmse when k is  18635 431.66904863575337
rmse when k is  18636 431.66904863575337
rmse when k is  18637 431.66904863575337
rmse when k is  18638 431.66904863575337
rmse when k is  18639 431.66904863575337
rmse when k is  18640 431.66904863575337
rmse when k is  18641 431.66904863575337
rmse when k is  18642 431.66904863575337
rmse when k is  18643 431.66904863575337
rmse when k is  18644 431.66904863575337
rmse when k is  18645 431.66904863575337
rmse when k is  18646 431.66904863575337
rmse when k is  18647 431.66904863575337
rmse when k is  18648 431.66904863575337
rmse when k is  18649 431.66904863575337
rmse when k is  18650 431.66904863575337
rmse when k is  18651 431.66904863575337
rmse when k is  18652 431.66904863575337
rmse when k is  18653 431.66904863575337
rmse when k is  18654 431.66904863575337
rmse when k is  18655 431.66904863575337
rmse when k is  18656 431.66904863575337
rmse when k is  18657 431.66904863575337
rmse when k is  18658 431.66904863575337
rmse when k is  18659 431.66904863575337
rmse when k is  18660 431.66904863575337
rmse when k is  18661 431.66904863575337
rmse when k is  18662 431.66904863575337
rmse when k is  18663 431.66904863575337
rmse when k is  18664 431.66904863575337
rmse when k is  18665 431.66904863575337
rmse when k is  18666 431.66904863575337
rmse when k is  18667 431.66904863575337
rmse when k is  18668 431.66904863575337
rmse when k is  18669 431.66904863575337
rmse when k is  18670 431.66904863575337
rmse when k is  18671 431.66904863575337
rmse when k is  18672 431.66904863575337
rmse when k is  18673 431.66904863575337
rmse when k is  18674 431.66904863575337
rmse when k is  18675 431.66904863575337
rmse when k is  18676 431.66904863575337
rmse when k is  18677 431.66904863575337
rmse when k is  18678 431.66904863575337
rmse when k is  18679 431.66904863575337
rmse when k is  18680 431.66904863575337
rmse when k is  18681 431.66904863575337
rmse when k is  18682 431.66904863575337
rmse when k is  18683 431.66904863575337
rmse when k is  18684 431.66904863575337
rmse when k is  18685 431.66904863575337
rmse when k is  18686 431.66904863575337
rmse when k is  18687 431.66904863575337
rmse when k is  18688 431.66904863575337
rmse when k is  18689 431.66904863575337
rmse when k is  18690 431.66904863575337
rmse when k is  18691 431.66904863575337
rmse when k is  18692 431.66904863575337
rmse when k is  18693 431.66904863575337
rmse when k is  18694 431.66904863575337
rmse when k is  18695 431.66904863575337
rmse when k is  18696 431.66904863575337
rmse when k is  18697 431.66904863575337
rmse when k is  18698 431.66904863575337
rmse when k is  18699 431.66904863575337
rmse when k is  18700 431.66904863575337
rmse when k is  18701 431.66904863575337
rmse when k is  18702 431.66904863575337
rmse when k is  18703 431.66904863575337
rmse when k is  18704 431.66904863575337
rmse when k is  18705 431.66904863575337
rmse when k is  18706 431.66904863575337
rmse when k is  18707 431.66904863575337
rmse when k is  18708 431.66904863575337
rmse when k is  18709 431.66904863575337
rmse when k is  18710 431.66904863575337
rmse when k is  18711 431.66904863575337
rmse when k is  18712 431.66904863575337
rmse when k is  18713 431.66904863575337
rmse when k is  18714 431.66904863575337
rmse when k is  18715 431.66904863575337
rmse when k is  18716 431.66904863575337
rmse when k is  18717 431.66904863575337
rmse when k is  18718 431.66904863575337
rmse when k is  18719 431.66904863575337
rmse when k is  18720 431.66904863575337
rmse when k is  18721 431.66904863575337
rmse when k is  18722 431.66904863575337
rmse when k is  18723 431.66904863575337
rmse when k is  18724 431.66904863575337
rmse when k is  18725 431.66904863575337
rmse when k is  18726 431.66904863575337
rmse when k is  18727 431.66904863575337
rmse when k is  18728 431.66904863575337
rmse when k is  18729 431.66904863575337
rmse when k is  18730 431.66904863575337
rmse when k is  18731 431.66904863575337
rmse when k is  18732 431.66904863575337
rmse when k is  18733 431.66904863575337
rmse when k is  18734 431.66904863575337
rmse when k is  18735 431.66904863575337
rmse when k is  18736 431.66904863575337
rmse when k is  18737 431.66904863575337
rmse when k is  18738 431.66904863575337
rmse when k is  18739 431.66904863575337
rmse when k is  18740 431.66904863575337
rmse when k is  18741 431.66904863575337
rmse when k is  18742 431.66904863575337
rmse when k is  18743 431.66904863575337
rmse when k is  18744 431.66904863575337
rmse when k is  18745 431.66904863575337
rmse when k is  18746 431.66904863575337
rmse when k is  18747 431.66904863575337
rmse when k is  18748 431.66904863575337
rmse when k is  18749 431.66904863575337
rmse when k is  18750 431.66904863575337
rmse when k is  18751 431.66904863575337
rmse when k is  18752 431.66904863575337
rmse when k is  18753 431.66904863575337
rmse when k is  18754 431.66904863575337
rmse when k is  18755 431.66904863575337
rmse when k is  18756 431.66904863575337
rmse when k is  18757 431.66904863575337
rmse when k is  18758 431.66904863575337
rmse when k is  18759 431.66904863575337
rmse when k is  18760 431.66904863575337
rmse when k is  18761 431.66904863575337
rmse when k is  18762 431.66904863575337
rmse when k is  18763 431.66904863575337
rmse when k is  18764 431.66904863575337
rmse when k is  18765 431.66904863575337
rmse when k is  18766 431.66904863575337
rmse when k is  18767 431.66904863575337
rmse when k is  18768 431.66904863575337
rmse when k is  18769 431.66904863575337
rmse when k is  18770 431.66904863575337
rmse when k is  18771 431.66904863575337
rmse when k is  18772 431.66904863575337
rmse when k is  18773 431.66904863575337
rmse when k is  18774 431.66904863575337
rmse when k is  18775 431.66904863575337
rmse when k is  18776 431.66904863575337
rmse when k is  18777 431.66904863575337
rmse when k is  18778 431.66904863575337
rmse when k is  18779 431.66904863575337
rmse when k is  18780 431.66904863575337
rmse when k is  18781 431.66904863575337
rmse when k is  18782 431.66904863575337
rmse when k is  18783 431.66904863575337
rmse when k is  18784 431.66904863575337
rmse when k is  18785 431.66904863575337
rmse when k is  18786 431.66904863575337
rmse when k is  18787 431.66904863575337
rmse when k is  18788 431.66904863575337
rmse when k is  18789 431.66904863575337
rmse when k is  18790 431.66904863575337
rmse when k is  18791 431.66904863575337
rmse when k is  18792 431.66904863575337
rmse when k is  18793 431.66904863575337
rmse when k is  18794 431.66904863575337
rmse when k is  18795 431.66904863575337
rmse when k is  18796 431.66904863575337
rmse when k is  18797 431.66904863575337
rmse when k is  18798 431.66904863575337
rmse when k is  18799 431.66904863575337
rmse when k is  18800 431.66904863575337
rmse when k is  18801 431.66904863575337
rmse when k is  18802 431.66904863575337
rmse when k is  18803 431.66904863575337
rmse when k is  18804 431.66904863575337
rmse when k is  18805 431.66904863575337
rmse when k is  18806 431.66904863575337
rmse when k is  18807 431.66904863575337
rmse when k is  18808 431.66904863575337
rmse when k is  18809 431.66904863575337
rmse when k is  18810 431.66904863575337
rmse when k is  18811 431.66904863575337
rmse when k is  18812 431.66904863575337
rmse when k is  18813 431.66904863575337
rmse when k is  18814 431.66904863575337
rmse when k is  18815 431.66904863575337
rmse when k is  18816 431.66904863575337
rmse when k is  18817 431.66904863575337
rmse when k is  18818 431.66904863575337
rmse when k is  18819 431.66904863575337
rmse when k is  18820 431.66904863575337
rmse when k is  18821 431.66904863575337
rmse when k is  18822 431.66904863575337
rmse when k is  18823 431.66904863575337
rmse when k is  18824 431.66904863575337
rmse when k is  18825 431.66904863575337
rmse when k is  18826 431.66904863575337
rmse when k is  18827 431.66904863575337
rmse when k is  18828 431.66904863575337
rmse when k is  18829 431.66904863575337
rmse when k is  18830 431.66904863575337
rmse when k is  18831 431.66904863575337
rmse when k is  18832 431.66904863575337
rmse when k is  18833 431.66904863575337
rmse when k is  18834 431.66904863575337
rmse when k is  18835 431.66904863575337
rmse when k is  18836 431.66904863575337
rmse when k is  18837 431.66904863575337
rmse when k is  18838 431.66904863575337
rmse when k is  18839 431.66904863575337
rmse when k is  18840 431.66904863575337
rmse when k is  18841 431.66904863575337
rmse when k is  18842 431.66904863575337
rmse when k is  18843 431.66904863575337
rmse when k is  18844 431.66904863575337
rmse when k is  18845 431.66904863575337
rmse when k is  18846 431.66904863575337
rmse when k is  18847 431.66904863575337
rmse when k is  18848 431.66904863575337
rmse when k is  18849 431.66904863575337
rmse when k is  18850 431.66904863575337
rmse when k is  18851 431.66904863575337
rmse when k is  18852 431.66904863575337
rmse when k is  18853 431.66904863575337
rmse when k is  18854 431.66904863575337
rmse when k is  18855 431.66904863575337
rmse when k is  18856 431.66904863575337
rmse when k is  18857 431.66904863575337
rmse when k is  18858 431.66904863575337
rmse when k is  18859 431.66904863575337
rmse when k is  18860 431.66904863575337
rmse when k is  18861 431.66904863575337
rmse when k is  18862 431.66904863575337
rmse when k is  18863 431.66904863575337
rmse when k is  18864 431.66904863575337
rmse when k is  18865 431.66904863575337
rmse when k is  18866 431.66904863575337
rmse when k is  18867 431.66904863575337
rmse when k is  18868 431.66904863575337
rmse when k is  18869 431.66904863575337
rmse when k is  18870 431.66904863575337
rmse when k is  18871 431.66904863575337
rmse when k is  18872 431.66904863575337
rmse when k is  18873 431.66904863575337
rmse when k is  18874 431.66904863575337
rmse when k is  18875 431.66904863575337
rmse when k is  18876 431.66904863575337
rmse when k is  18877 431.66904863575337
rmse when k is  18878 431.66904863575337
rmse when k is  18879 431.66904863575337
rmse when k is  18880 431.66904863575337
rmse when k is  18881 431.66904863575337
rmse when k is  18882 431.66904863575337
rmse when k is  18883 431.66904863575337
rmse when k is  18884 431.66904863575337
rmse when k is  18885 431.66904863575337
rmse when k is  18886 431.66904863575337
rmse when k is  18887 431.66904863575337
rmse when k is  18888 431.66904863575337
rmse when k is  18889 431.66904863575337
rmse when k is  18890 431.66904863575337
rmse when k is  18891 431.66904863575337
rmse when k is  18892 431.66904863575337
rmse when k is  18893 431.66904863575337
rmse when k is  18894 431.66904863575337
rmse when k is  18895 431.66904863575337
rmse when k is  18896 431.66904863575337
rmse when k is  18897 431.66904863575337
rmse when k is  18898 431.66904863575337
rmse when k is  18899 431.66904863575337
rmse when k is  18900 431.66904863575337
rmse when k is  18901 431.66904863575337
rmse when k is  18902 431.66904863575337
rmse when k is  18903 431.66904863575337
rmse when k is  18904 431.66904863575337
rmse when k is  18905 431.66904863575337
rmse when k is  18906 431.66904863575337
rmse when k is  18907 431.66904863575337
rmse when k is  18908 431.66904863575337
rmse when k is  18909 431.66904863575337
rmse when k is  18910 431.66904863575337
rmse when k is  18911 431.66904863575337
rmse when k is  18912 431.66904863575337
rmse when k is  18913 431.66904863575337
rmse when k is  18914 431.66904863575337
rmse when k is  18915 431.66904863575337
rmse when k is  18916 431.66904863575337
rmse when k is  18917 431.66904863575337
rmse when k is  18918 431.66904863575337
rmse when k is  18919 431.66904863575337
rmse when k is  18920 431.66904863575337
rmse when k is  18921 431.66904863575337
rmse when k is  18922 431.66904863575337
rmse when k is  18923 431.66904863575337
rmse when k is  18924 431.66904863575337
rmse when k is  18925 431.66904863575337
rmse when k is  18926 431.66904863575337
rmse when k is  18927 431.66904863575337
rmse when k is  18928 431.66904863575337
rmse when k is  18929 431.66904863575337
rmse when k is  18930 431.66904863575337
rmse when k is  18931 431.66904863575337
rmse when k is  18932 431.66904863575337
rmse when k is  18933 431.66904863575337
rmse when k is  18934 431.66904863575337
rmse when k is  18935 431.66904863575337
rmse when k is  18936 431.66904863575337
rmse when k is  18937 431.66904863575337
rmse when k is  18938 431.66904863575337
rmse when k is  18939 431.66904863575337
rmse when k is  18940 431.66904863575337
rmse when k is  18941 431.66904863575337
rmse when k is  18942 431.66904863575337
rmse when k is  18943 431.66904863575337
rmse when k is  18944 431.66904863575337
rmse when k is  18945 431.66904863575337
rmse when k is  18946 431.66904863575337
rmse when k is  18947 431.66904863575337
rmse when k is  18948 431.66904863575337
rmse when k is  18949 431.66904863575337
rmse when k is  18950 431.66904863575337
rmse when k is  18951 431.66904863575337
rmse when k is  18952 431.66904863575337
rmse when k is  18953 431.66904863575337
rmse when k is  18954 431.66904863575337
rmse when k is  18955 431.66904863575337
rmse when k is  18956 431.66904863575337
rmse when k is  18957 431.66904863575337
rmse when k is  18958 431.66904863575337
rmse when k is  18959 431.66904863575337
rmse when k is  18960 431.66904863575337
rmse when k is  18961 431.66904863575337
rmse when k is  18962 431.66904863575337
rmse when k is  18963 431.66904863575337
rmse when k is  18964 431.66904863575337
rmse when k is  18965 431.66904863575337
rmse when k is  18966 431.66904863575337
rmse when k is  18967 431.66904863575337
rmse when k is  18968 431.66904863575337
rmse when k is  18969 431.66904863575337
rmse when k is  18970 431.66904863575337
rmse when k is  18971 431.66904863575337
rmse when k is  18972 431.66904863575337
rmse when k is  18973 431.66904863575337
rmse when k is  18974 431.66904863575337
rmse when k is  18975 431.66904863575337
rmse when k is  18976 431.66904863575337
rmse when k is  18977 431.66904863575337
rmse when k is  18978 431.66904863575337
rmse when k is  18979 431.66904863575337
rmse when k is  18980 431.66904863575337
rmse when k is  18981 431.66904863575337
rmse when k is  18982 431.66904863575337
rmse when k is  18983 431.66904863575337
rmse when k is  18984 431.66904863575337
rmse when k is  18985 431.66904863575337
rmse when k is  18986 431.66904863575337
rmse when k is  18987 431.66904863575337
rmse when k is  18988 431.66904863575337
rmse when k is  18989 431.66904863575337
rmse when k is  18990 431.66904863575337
rmse when k is  18991 431.66904863575337
rmse when k is  18992 431.66904863575337
rmse when k is  18993 431.66904863575337
rmse when k is  18994 431.66904863575337
rmse when k is  18995 431.66904863575337
rmse when k is  18996 431.66904863575337
rmse when k is  18997 431.66904863575337
rmse when k is  18998 431.66904863575337
rmse when k is  18999 431.66904863575337
rmse when k is  19000 431.66904863575337
rmse when k is  19001 431.66904863575337
rmse when k is  19002 431.66904863575337
rmse when k is  19003 431.66904863575337
rmse when k is  19004 431.66904863575337
rmse when k is  19005 431.66904863575337
rmse when k is  19006 431.66904863575337
rmse when k is  19007 431.66904863575337
rmse when k is  19008 431.66904863575337
rmse when k is  19009 431.66904863575337
rmse when k is  19010 431.66904863575337
rmse when k is  19011 431.66904863575337
rmse when k is  19012 431.66904863575337
rmse when k is  19013 431.66904863575337
rmse when k is  19014 431.66904863575337
rmse when k is  19015 431.66904863575337
rmse when k is  19016 431.66904863575337
rmse when k is  19017 431.66904863575337
rmse when k is  19018 431.66904863575337
rmse when k is  19019 431.66904863575337
rmse when k is  19020 431.66904863575337
rmse when k is  19021 431.66904863575337
rmse when k is  19022 431.66904863575337
rmse when k is  19023 431.66904863575337
rmse when k is  19024 431.66904863575337
rmse when k is  19025 431.66904863575337
rmse when k is  19026 431.66904863575337
rmse when k is  19027 431.66904863575337
rmse when k is  19028 431.66904863575337
rmse when k is  19029 431.66904863575337
rmse when k is  19030 431.66904863575337
rmse when k is  19031 431.66904863575337
rmse when k is  19032 431.66904863575337
rmse when k is  19033 431.66904863575337
rmse when k is  19034 431.66904863575337
rmse when k is  19035 431.66904863575337
rmse when k is  19036 431.66904863575337
rmse when k is  19037 431.66904863575337
rmse when k is  19038 431.66904863575337
rmse when k is  19039 431.66904863575337
rmse when k is  19040 431.66904863575337
rmse when k is  19041 431.66904863575337
rmse when k is  19042 431.66904863575337
rmse when k is  19043 431.66904863575337
rmse when k is  19044 431.66904863575337
rmse when k is  19045 431.66904863575337
rmse when k is  19046 431.66904863575337
rmse when k is  19047 431.66904863575337
rmse when k is  19048 431.66904863575337
rmse when k is  19049 431.66904863575337
rmse when k is  19050 431.66904863575337
rmse when k is  19051 431.66904863575337
rmse when k is  19052 431.66904863575337
rmse when k is  19053 431.66904863575337
rmse when k is  19054 431.66904863575337
rmse when k is  19055 431.66904863575337
rmse when k is  19056 431.66904863575337
rmse when k is  19057 431.66904863575337
rmse when k is  19058 431.66904863575337
rmse when k is  19059 431.66904863575337
rmse when k is  19060 431.66904863575337
rmse when k is  19061 431.66904863575337
rmse when k is  19062 431.66904863575337
rmse when k is  19063 431.66904863575337
rmse when k is  19064 431.66904863575337
rmse when k is  19065 431.66904863575337
rmse when k is  19066 431.66904863575337
rmse when k is  19067 431.66904863575337
rmse when k is  19068 431.66904863575337
rmse when k is  19069 431.66904863575337
rmse when k is  19070 431.66904863575337
rmse when k is  19071 431.66904863575337
rmse when k is  19072 431.66904863575337
rmse when k is  19073 431.66904863575337
rmse when k is  19074 431.66904863575337
rmse when k is  19075 431.66904863575337
rmse when k is  19076 431.66904863575337
rmse when k is  19077 431.66904863575337
rmse when k is  19078 431.66904863575337
rmse when k is  19079 431.66904863575337
rmse when k is  19080 431.66904863575337
rmse when k is  19081 431.66904863575337
rmse when k is  19082 431.66904863575337
rmse when k is  19083 431.66904863575337
rmse when k is  19084 431.66904863575337
rmse when k is  19085 431.66904863575337
rmse when k is  19086 431.66904863575337
rmse when k is  19087 431.66904863575337
rmse when k is  19088 431.66904863575337
rmse when k is  19089 431.66904863575337
rmse when k is  19090 431.66904863575337
rmse when k is  19091 431.66904863575337
rmse when k is  19092 431.66904863575337
rmse when k is  19093 431.66904863575337
rmse when k is  19094 431.66904863575337
rmse when k is  19095 431.66904863575337
rmse when k is  19096 431.66904863575337
rmse when k is  19097 431.66904863575337
rmse when k is  19098 431.66904863575337
rmse when k is  19099 431.66904863575337
rmse when k is  19100 431.66904863575337
rmse when k is  19101 431.66904863575337
rmse when k is  19102 431.66904863575337
rmse when k is  19103 431.66904863575337
rmse when k is  19104 431.66904863575337
rmse when k is  19105 431.66904863575337
rmse when k is  19106 431.66904863575337
rmse when k is  19107 431.66904863575337
rmse when k is  19108 431.66904863575337
rmse when k is  19109 431.66904863575337
rmse when k is  19110 431.66904863575337
rmse when k is  19111 431.66904863575337
rmse when k is  19112 431.66904863575337
rmse when k is  19113 431.66904863575337
rmse when k is  19114 431.66904863575337
rmse when k is  19115 431.66904863575337
rmse when k is  19116 431.66904863575337
rmse when k is  19117 431.66904863575337
rmse when k is  19118 431.66904863575337
rmse when k is  19119 431.66904863575337
rmse when k is  19120 431.66904863575337
rmse when k is  19121 431.66904863575337
rmse when k is  19122 431.66904863575337
rmse when k is  19123 431.66904863575337
rmse when k is  19124 431.66904863575337
rmse when k is  19125 431.66904863575337
rmse when k is  19126 431.66904863575337
rmse when k is  19127 431.66904863575337
rmse when k is  19128 431.66904863575337
rmse when k is  19129 431.66904863575337
rmse when k is  19130 431.66904863575337
rmse when k is  19131 431.66904863575337
rmse when k is  19132 431.66904863575337
rmse when k is  19133 431.66904863575337
rmse when k is  19134 431.66904863575337
rmse when k is  19135 431.66904863575337
rmse when k is  19136 431.66904863575337
rmse when k is  19137 431.66904863575337
rmse when k is  19138 431.66904863575337
rmse when k is  19139 431.66904863575337
rmse when k is  19140 431.66904863575337
rmse when k is  19141 431.66904863575337
rmse when k is  19142 431.66904863575337
rmse when k is  19143 431.66904863575337
rmse when k is  19144 431.66904863575337
rmse when k is  19145 431.66904863575337
rmse when k is  19146 431.66904863575337
rmse when k is  19147 431.66904863575337
rmse when k is  19148 431.66904863575337
rmse when k is  19149 431.66904863575337
rmse when k is  19150 431.66904863575337
rmse when k is  19151 431.66904863575337
rmse when k is  19152 431.66904863575337
rmse when k is  19153 431.66904863575337
rmse when k is  19154 431.66904863575337
rmse when k is  19155 431.66904863575337
rmse when k is  19156 431.66904863575337
rmse when k is  19157 431.66904863575337
rmse when k is  19158 431.66904863575337
rmse when k is  19159 431.66904863575337
rmse when k is  19160 431.66904863575337
rmse when k is  19161 431.66904863575337
rmse when k is  19162 431.66904863575337
rmse when k is  19163 431.66904863575337
rmse when k is  19164 431.66904863575337
rmse when k is  19165 431.66904863575337
rmse when k is  19166 431.66904863575337
rmse when k is  19167 431.66904863575337
rmse when k is  19168 431.66904863575337
rmse when k is  19169 431.66904863575337
rmse when k is  19170 431.66904863575337
rmse when k is  19171 431.66904863575337
rmse when k is  19172 431.66904863575337
rmse when k is  19173 431.66904863575337
rmse when k is  19174 431.66904863575337
rmse when k is  19175 431.66904863575337
rmse when k is  19176 431.66904863575337
rmse when k is  19177 431.66904863575337
rmse when k is  19178 431.66904863575337
rmse when k is  19179 431.66904863575337
rmse when k is  19180 431.66904863575337
rmse when k is  19181 431.66904863575337
rmse when k is  19182 431.66904863575337
rmse when k is  19183 431.66904863575337
rmse when k is  19184 431.66904863575337
rmse when k is  19185 431.66904863575337
rmse when k is  19186 431.66904863575337
rmse when k is  19187 431.66904863575337
rmse when k is  19188 431.66904863575337
rmse when k is  19189 431.66904863575337
rmse when k is  19190 431.66904863575337
rmse when k is  19191 431.66904863575337
rmse when k is  19192 431.66904863575337
rmse when k is  19193 431.66904863575337
rmse when k is  19194 431.66904863575337
rmse when k is  19195 431.66904863575337
rmse when k is  19196 431.66904863575337
rmse when k is  19197 431.66904863575337
rmse when k is  19198 431.66904863575337
rmse when k is  19199 431.66904863575337
rmse when k is  19200 431.66904863575337
rmse when k is  19201 431.66904863575337
rmse when k is  19202 431.66904863575337
rmse when k is  19203 431.66904863575337
rmse when k is  19204 431.66904863575337
rmse when k is  19205 431.66904863575337
rmse when k is  19206 431.66904863575337
rmse when k is  19207 431.66904863575337
rmse when k is  19208 431.66904863575337
rmse when k is  19209 431.66904863575337
rmse when k is  19210 431.66904863575337
rmse when k is  19211 431.66904863575337
rmse when k is  19212 431.66904863575337
rmse when k is  19213 431.66904863575337
rmse when k is  19214 431.66904863575337
rmse when k is  19215 431.66904863575337
rmse when k is  19216 431.66904863575337
rmse when k is  19217 431.66904863575337
rmse when k is  19218 431.66904863575337
rmse when k is  19219 431.66904863575337
rmse when k is  19220 431.66904863575337
rmse when k is  19221 431.66904863575337
rmse when k is  19222 431.66904863575337
rmse when k is  19223 431.66904863575337
rmse when k is  19224 431.66904863575337
rmse when k is  19225 431.66904863575337
rmse when k is  19226 431.66904863575337
rmse when k is  19227 431.66904863575337
rmse when k is  19228 431.66904863575337
rmse when k is  19229 431.66904863575337
rmse when k is  19230 431.66904863575337
rmse when k is  19231 431.66904863575337
rmse when k is  19232 431.66904863575337
rmse when k is  19233 431.66904863575337
rmse when k is  19234 431.66904863575337
rmse when k is  19235 431.66904863575337
rmse when k is  19236 431.66904863575337
rmse when k is  19237 431.66904863575337
rmse when k is  19238 431.66904863575337
rmse when k is  19239 431.66904863575337
rmse when k is  19240 431.66904863575337
rmse when k is  19241 431.66904863575337
rmse when k is  19242 431.66904863575337
rmse when k is  19243 431.66904863575337
rmse when k is  19244 431.66904863575337
rmse when k is  19245 431.66904863575337
rmse when k is  19246 431.66904863575337
rmse when k is  19247 431.66904863575337
rmse when k is  19248 431.66904863575337
rmse when k is  19249 431.66904863575337
rmse when k is  19250 431.66904863575337
rmse when k is  19251 431.66904863575337
rmse when k is  19252 431.66904863575337
rmse when k is  19253 431.66904863575337
rmse when k is  19254 431.66904863575337
rmse when k is  19255 431.66904863575337
rmse when k is  19256 431.66904863575337
rmse when k is  19257 431.66904863575337
rmse when k is  19258 431.66904863575337
rmse when k is  19259 431.66904863575337
rmse when k is  19260 431.66904863575337
rmse when k is  19261 431.66904863575337
rmse when k is  19262 431.66904863575337
rmse when k is  19263 431.66904863575337
rmse when k is  19264 431.66904863575337
rmse when k is  19265 431.66904863575337
rmse when k is  19266 431.66904863575337
rmse when k is  19267 431.66904863575337
rmse when k is  19268 431.66904863575337
rmse when k is  19269 431.66904863575337
rmse when k is  19270 431.66904863575337
rmse when k is  19271 431.66904863575337
rmse when k is  19272 431.66904863575337
rmse when k is  19273 431.66904863575337
rmse when k is  19274 431.66904863575337
rmse when k is  19275 431.66904863575337
rmse when k is  19276 431.66904863575337
rmse when k is  19277 431.66904863575337
rmse when k is  19278 431.66904863575337
rmse when k is  19279 431.66904863575337
rmse when k is  19280 431.66904863575337
rmse when k is  19281 431.66904863575337
rmse when k is  19282 431.66904863575337
rmse when k is  19283 431.66904863575337
rmse when k is  19284 431.66904863575337
rmse when k is  19285 431.66904863575337
rmse when k is  19286 431.66904863575337
rmse when k is  19287 431.66904863575337
rmse when k is  19288 431.66904863575337
rmse when k is  19289 431.66904863575337
rmse when k is  19290 431.66904863575337
rmse when k is  19291 431.66904863575337
rmse when k is  19292 431.66904863575337
rmse when k is  19293 431.66904863575337
rmse when k is  19294 431.66904863575337
rmse when k is  19295 431.66904863575337
rmse when k is  19296 431.66904863575337
rmse when k is  19297 431.66904863575337
rmse when k is  19298 431.66904863575337
rmse when k is  19299 431.66904863575337
rmse when k is  19300 431.66904863575337
rmse when k is  19301 431.66904863575337
rmse when k is  19302 431.66904863575337
rmse when k is  19303 431.66904863575337
rmse when k is  19304 431.66904863575337
rmse when k is  19305 431.66904863575337
rmse when k is  19306 431.66904863575337
rmse when k is  19307 431.66904863575337
rmse when k is  19308 431.66904863575337
rmse when k is  19309 431.66904863575337
rmse when k is  19310 431.66904863575337
rmse when k is  19311 431.66904863575337
rmse when k is  19312 431.66904863575337
rmse when k is  19313 431.66904863575337
rmse when k is  19314 431.66904863575337
rmse when k is  19315 431.66904863575337
rmse when k is  19316 431.66904863575337
rmse when k is  19317 431.66904863575337
rmse when k is  19318 431.66904863575337
rmse when k is  19319 431.66904863575337
rmse when k is  19320 431.66904863575337
rmse when k is  19321 431.66904863575337
rmse when k is  19322 431.66904863575337
rmse when k is  19323 431.66904863575337
rmse when k is  19324 431.66904863575337
rmse when k is  19325 431.66904863575337
rmse when k is  19326 431.66904863575337
rmse when k is  19327 431.66904863575337
rmse when k is  19328 431.66904863575337
rmse when k is  19329 431.66904863575337
rmse when k is  19330 431.66904863575337
rmse when k is  19331 431.66904863575337
rmse when k is  19332 431.66904863575337
rmse when k is  19333 431.66904863575337
rmse when k is  19334 431.66904863575337
rmse when k is  19335 431.66904863575337
rmse when k is  19336 431.66904863575337
rmse when k is  19337 431.66904863575337
rmse when k is  19338 431.66904863575337
rmse when k is  19339 431.66904863575337
rmse when k is  19340 431.66904863575337
rmse when k is  19341 431.66904863575337
rmse when k is  19342 431.66904863575337
rmse when k is  19343 431.66904863575337
rmse when k is  19344 431.66904863575337
rmse when k is  19345 431.66904863575337
rmse when k is  19346 431.66904863575337
rmse when k is  19347 431.66904863575337
rmse when k is  19348 431.66904863575337
rmse when k is  19349 431.66904863575337
rmse when k is  19350 431.66904863575337
rmse when k is  19351 431.66904863575337
rmse when k is  19352 431.66904863575337
rmse when k is  19353 431.66904863575337
rmse when k is  19354 431.66904863575337
rmse when k is  19355 431.66904863575337
rmse when k is  19356 431.66904863575337
rmse when k is  19357 431.66904863575337
rmse when k is  19358 431.66904863575337
rmse when k is  19359 431.66904863575337
rmse when k is  19360 431.66904863575337
rmse when k is  19361 431.66904863575337
rmse when k is  19362 431.66904863575337
rmse when k is  19363 431.66904863575337
rmse when k is  19364 431.66904863575337
rmse when k is  19365 431.66904863575337
rmse when k is  19366 431.66904863575337
rmse when k is  19367 431.66904863575337
rmse when k is  19368 431.66904863575337
rmse when k is  19369 431.66904863575337
rmse when k is  19370 431.66904863575337
rmse when k is  19371 431.66904863575337
rmse when k is  19372 431.66904863575337
rmse when k is  19373 431.66904863575337
rmse when k is  19374 431.66904863575337
rmse when k is  19375 431.66904863575337
rmse when k is  19376 431.66904863575337
rmse when k is  19377 431.66904863575337
rmse when k is  19378 431.66904863575337
rmse when k is  19379 431.66904863575337
rmse when k is  19380 431.66904863575337
rmse when k is  19381 431.66904863575337
rmse when k is  19382 431.66904863575337
rmse when k is  19383 431.66904863575337
rmse when k is  19384 431.66904863575337
rmse when k is  19385 431.66904863575337
rmse when k is  19386 431.66904863575337
rmse when k is  19387 431.66904863575337
rmse when k is  19388 431.66904863575337
rmse when k is  19389 431.66904863575337
rmse when k is  19390 431.66904863575337
rmse when k is  19391 431.66904863575337
rmse when k is  19392 431.66904863575337
rmse when k is  19393 431.66904863575337
rmse when k is  19394 431.66904863575337
rmse when k is  19395 431.66904863575337
rmse when k is  19396 431.66904863575337
rmse when k is  19397 431.66904863575337
rmse when k is  19398 431.66904863575337
rmse when k is  19399 431.66904863575337
rmse when k is  19400 431.66904863575337
rmse when k is  19401 431.66904863575337
rmse when k is  19402 431.66904863575337
rmse when k is  19403 431.66904863575337
rmse when k is  19404 431.66904863575337
rmse when k is  19405 431.66904863575337
rmse when k is  19406 431.66904863575337
rmse when k is  19407 431.66904863575337
rmse when k is  19408 431.66904863575337
rmse when k is  19409 431.66904863575337
rmse when k is  19410 431.66904863575337
rmse when k is  19411 431.66904863575337
rmse when k is  19412 431.66904863575337
rmse when k is  19413 431.66904863575337
rmse when k is  19414 431.66904863575337
rmse when k is  19415 431.66904863575337
rmse when k is  19416 431.66904863575337
rmse when k is  19417 431.66904863575337
rmse when k is  19418 431.66904863575337
rmse when k is  19419 431.66904863575337
rmse when k is  19420 431.66904863575337
rmse when k is  19421 431.66904863575337
rmse when k is  19422 431.66904863575337
rmse when k is  19423 431.66904863575337
rmse when k is  19424 431.66904863575337
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rmse when k is  19426 431.66904863575337
rmse when k is  19427 431.66904863575337
rmse when k is  19428 431.66904863575337
rmse when k is  19429 431.66904863575337
rmse when k is  19430 431.66904863575337
rmse when k is  19431 431.66904863575337
rmse when k is  19432 431.66904863575337
rmse when k is  19433 431.66904863575337
rmse when k is  19434 431.66904863575337
rmse when k is  19435 431.66904863575337
rmse when k is  19436 431.66904863575337
rmse when k is  19437 431.66904863575337
rmse when k is  19438 431.66904863575337
rmse when k is  19439 431.66904863575337
rmse when k is  19440 431.66904863575337
rmse when k is  19441 431.66904863575337
rmse when k is  19442 431.66904863575337
rmse when k is  19443 431.66904863575337
rmse when k is  19444 431.66904863575337
rmse when k is  19445 431.66904863575337
rmse when k is  19446 431.66904863575337
rmse when k is  19447 431.66904863575337
rmse when k is  19448 431.66904863575337
rmse when k is  19449 431.66904863575337
rmse when k is  19450 431.66904863575337
rmse when k is  19451 431.66904863575337
rmse when k is  19452 431.66904863575337
rmse when k is  19453 431.66904863575337
rmse when k is  19454 431.66904863575337
rmse when k is  19455 431.66904863575337
rmse when k is  19456 431.66904863575337
rmse when k is  19457 431.66904863575337
rmse when k is  19458 431.66904863575337
rmse when k is  19459 431.66904863575337
rmse when k is  19460 431.66904863575337
rmse when k is  19461 431.66904863575337
rmse when k is  19462 431.66904863575337
rmse when k is  19463 431.66904863575337
rmse when k is  19464 431.66904863575337
rmse when k is  19465 431.66904863575337
rmse when k is  19466 431.66904863575337
rmse when k is  19467 431.66904863575337
rmse when k is  19468 431.66904863575337
rmse when k is  19469 431.66904863575337
rmse when k is  19470 431.66904863575337
rmse when k is  19471 431.66904863575337
rmse when k is  19472 431.66904863575337
rmse when k is  19473 431.66904863575337
rmse when k is  19474 431.66904863575337
rmse when k is  19475 431.66904863575337
rmse when k is  19476 431.66904863575337
rmse when k is  19477 431.66904863575337
rmse when k is  19478 431.66904863575337
rmse when k is  19479 431.66904863575337
rmse when k is  19480 431.66904863575337
rmse when k is  19481 431.66904863575337
rmse when k is  19482 431.66904863575337
rmse when k is  19483 431.66904863575337
rmse when k is  19484 431.66904863575337
rmse when k is  19485 431.66904863575337
rmse when k is  19486 431.66904863575337
rmse when k is  19487 431.66904863575337
rmse when k is  19488 431.66904863575337
rmse when k is  19489 431.66904863575337
rmse when k is  19490 431.66904863575337
rmse when k is  19491 431.66904863575337
rmse when k is  19492 431.66904863575337
rmse when k is  19493 431.66904863575337
rmse when k is  19494 431.66904863575337
rmse when k is  19495 431.66904863575337
rmse when k is  19496 431.66904863575337
rmse when k is  19497 431.66904863575337
rmse when k is  19498 431.66904863575337
rmse when k is  19499 431.66904863575337
rmse when k is  19500 431.66904863575337
rmse when k is  19501 431.66904863575337
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rmse when k is  19503 431.66904863575337
rmse when k is  19504 431.66904863575337
rmse when k is  19505 431.66904863575337
rmse when k is  19506 431.66904863575337
rmse when k is  19507 431.66904863575337
rmse when k is  19508 431.66904863575337
rmse when k is  19509 431.66904863575337
rmse when k is  19510 431.66904863575337
rmse when k is  19511 431.66904863575337
rmse when k is  19512 431.66904863575337
rmse when k is  19513 431.66904863575337
rmse when k is  19514 431.66904863575337
rmse when k is  19515 431.66904863575337
rmse when k is  19516 431.66904863575337
rmse when k is  19517 431.66904863575337
rmse when k is  19518 431.66904863575337
rmse when k is  19519 431.66904863575337
rmse when k is  19520 431.66904863575337
rmse when k is  19521 431.66904863575337
rmse when k is  19522 431.66904863575337
rmse when k is  19523 431.66904863575337
rmse when k is  19524 431.66904863575337
rmse when k is  19525 431.66904863575337
rmse when k is  19526 431.66904863575337
rmse when k is  19527 431.66904863575337
rmse when k is  19528 431.66904863575337
rmse when k is  19529 431.66904863575337
rmse when k is  19530 431.66904863575337
rmse when k is  19531 431.66904863575337
rmse when k is  19532 431.66904863575337
rmse when k is  19533 431.66904863575337
rmse when k is  19534 431.66904863575337
rmse when k is  19535 431.66904863575337
rmse when k is  19536 431.66904863575337
rmse when k is  19537 431.66904863575337
rmse when k is  19538 431.66904863575337
rmse when k is  19539 431.66904863575337
rmse when k is  19540 431.66904863575337
rmse when k is  19541 431.66904863575337
rmse when k is  19542 431.66904863575337
rmse when k is  19543 431.66904863575337
rmse when k is  19544 431.66904863575337
rmse when k is  19545 431.66904863575337
rmse when k is  19546 431.66904863575337
rmse when k is  19547 431.66904863575337
rmse when k is  19548 431.66904863575337
rmse when k is  19549 431.66904863575337
rmse when k is  19550 431.66904863575337
rmse when k is  19551 431.66904863575337
rmse when k is  19552 431.66904863575337
rmse when k is  19553 431.66904863575337
rmse when k is  19554 431.66904863575337
rmse when k is  19555 431.66904863575337
rmse when k is  19556 431.66904863575337
rmse when k is  19557 431.66904863575337
rmse when k is  19558 431.66904863575337
rmse when k is  19559 431.66904863575337
rmse when k is  19560 431.66904863575337
rmse when k is  19561 431.66904863575337
rmse when k is  19562 431.66904863575337
rmse when k is  19563 431.66904863575337
rmse when k is  19564 431.66904863575337
rmse when k is  19565 431.66904863575337
rmse when k is  19566 431.66904863575337
rmse when k is  19567 431.66904863575337
rmse when k is  19568 431.66904863575337
rmse when k is  19569 431.66904863575337
rmse when k is  19570 431.66904863575337
rmse when k is  19571 431.66904863575337
rmse when k is  19572 431.66904863575337
rmse when k is  19573 431.66904863575337
rmse when k is  19574 431.66904863575337
rmse when k is  19575 431.66904863575337
rmse when k is  19576 431.66904863575337
rmse when k is  19577 431.66904863575337
rmse when k is  19578 431.66904863575337
rmse when k is  19579 431.66904863575337
rmse when k is  19580 431.66904863575337
rmse when k is  19581 431.66904863575337
rmse when k is  19582 431.66904863575337
rmse when k is  19583 431.66904863575337
rmse when k is  19584 431.66904863575337
rmse when k is  19585 431.66904863575337
rmse when k is  19586 431.66904863575337
rmse when k is  19587 431.66904863575337
rmse when k is  19588 431.66904863575337
rmse when k is  19589 431.66904863575337
rmse when k is  19590 431.66904863575337
rmse when k is  19591 431.66904863575337
rmse when k is  19592 431.66904863575337
rmse when k is  19593 431.66904863575337
rmse when k is  19594 431.66904863575337
rmse when k is  19595 431.66904863575337
rmse when k is  19596 431.66904863575337
rmse when k is  19597 431.66904863575337
rmse when k is  19598 431.66904863575337
rmse when k is  19599 431.66904863575337
rmse when k is  19600 431.66904863575337
rmse when k is  19601 431.66904863575337
rmse when k is  19602 431.66904863575337
rmse when k is  19603 431.66904863575337
rmse when k is  19604 431.66904863575337
rmse when k is  19605 431.66904863575337
rmse when k is  19606 431.66904863575337
rmse when k is  19607 431.66904863575337
rmse when k is  19608 431.66904863575337
rmse when k is  19609 431.66904863575337
rmse when k is  19610 431.66904863575337
rmse when k is  19611 431.66904863575337
rmse when k is  19612 431.66904863575337
rmse when k is  19613 431.66904863575337
rmse when k is  19614 431.66904863575337
rmse when k is  19615 431.66904863575337
rmse when k is  19616 431.66904863575337
rmse when k is  19617 431.66904863575337
rmse when k is  19618 431.66904863575337
rmse when k is  19619 431.66904863575337
rmse when k is  19620 431.66904863575337
rmse when k is  19621 431.66904863575337
rmse when k is  19622 431.66904863575337
rmse when k is  19623 431.66904863575337
rmse when k is  19624 431.66904863575337
rmse when k is  19625 431.66904863575337
rmse when k is  19626 431.66904863575337
rmse when k is  19627 431.66904863575337
rmse when k is  19628 431.66904863575337
rmse when k is  19629 431.66904863575337
rmse when k is  19630 431.66904863575337
rmse when k is  19631 431.66904863575337
rmse when k is  19632 431.66904863575337
rmse when k is  19633 431.66904863575337
rmse when k is  19634 431.66904863575337
rmse when k is  19635 431.66904863575337
rmse when k is  19636 431.66904863575337
rmse when k is  19637 431.66904863575337
rmse when k is  19638 431.66904863575337
rmse when k is  19639 431.66904863575337
rmse when k is  19640 431.66904863575337
rmse when k is  19641 431.66904863575337
rmse when k is  19642 431.66904863575337
rmse when k is  19643 431.66904863575337
rmse when k is  19644 431.66904863575337
rmse when k is  19645 431.66904863575337
rmse when k is  19646 431.66904863575337
rmse when k is  19647 431.66904863575337
rmse when k is  19648 431.66904863575337
rmse when k is  19649 431.66904863575337
rmse when k is  19650 431.66904863575337
rmse when k is  19651 431.66904863575337
rmse when k is  19652 431.66904863575337
rmse when k is  19653 431.66904863575337
rmse when k is  19654 431.66904863575337
rmse when k is  19655 431.66904863575337
rmse when k is  19656 431.66904863575337
rmse when k is  19657 431.66904863575337
rmse when k is  19658 431.66904863575337
rmse when k is  19659 431.66904863575337
rmse when k is  19660 431.66904863575337
rmse when k is  19661 431.66904863575337
rmse when k is  19662 431.66904863575337
rmse when k is  19663 431.66904863575337
rmse when k is  19664 431.66904863575337
rmse when k is  19665 431.66904863575337
rmse when k is  19666 431.66904863575337
rmse when k is  19667 431.66904863575337
rmse when k is  19668 431.66904863575337
rmse when k is  19669 431.66904863575337
rmse when k is  19670 431.66904863575337
rmse when k is  19671 431.66904863575337
rmse when k is  19672 431.66904863575337
rmse when k is  19673 431.66904863575337
rmse when k is  19674 431.66904863575337
rmse when k is  19675 431.66904863575337
rmse when k is  19676 431.66904863575337
rmse when k is  19677 431.66904863575337
rmse when k is  19678 431.66904863575337
rmse when k is  19679 431.66904863575337
rmse when k is  19680 431.66904863575337
rmse when k is  19681 431.66904863575337
rmse when k is  19682 431.66904863575337
rmse when k is  19683 431.66904863575337
rmse when k is  19684 431.66904863575337
rmse when k is  19685 431.66904863575337
rmse when k is  19686 431.66904863575337
rmse when k is  19687 431.66904863575337
rmse when k is  19688 431.66904863575337
rmse when k is  19689 431.66904863575337
rmse when k is  19690 431.66904863575337
rmse when k is  19691 431.66904863575337
rmse when k is  19692 431.66904863575337
rmse when k is  19693 431.66904863575337
rmse when k is  19694 431.66904863575337
rmse when k is  19695 431.66904863575337
rmse when k is  19696 431.66904863575337
rmse when k is  19697 431.66904863575337
rmse when k is  19698 431.66904863575337
rmse when k is  19699 431.66904863575337
rmse when k is  19700 431.66904863575337
rmse when k is  19701 431.66904863575337
rmse when k is  19702 431.66904863575337
rmse when k is  19703 431.66904863575337
rmse when k is  19704 431.66904863575337
rmse when k is  19705 431.66904863575337
rmse when k is  19706 431.66904863575337
rmse when k is  19707 431.66904863575337
rmse when k is  19708 431.66904863575337
rmse when k is  19709 431.66904863575337
rmse when k is  19710 431.66904863575337
rmse when k is  19711 431.66904863575337
rmse when k is  19712 431.66904863575337
rmse when k is  19713 431.66904863575337
rmse when k is  19714 431.66904863575337
rmse when k is  19715 431.66904863575337
rmse when k is  19716 431.66904863575337
rmse when k is  19717 431.66904863575337
rmse when k is  19718 431.66904863575337
rmse when k is  19719 431.66904863575337
rmse when k is  19720 431.66904863575337
rmse when k is  19721 431.66904863575337
rmse when k is  19722 431.66904863575337
rmse when k is  19723 431.66904863575337
rmse when k is  19724 431.66904863575337
rmse when k is  19725 431.66904863575337
rmse when k is  19726 431.66904863575337
rmse when k is  19727 431.66904863575337
rmse when k is  19728 431.66904863575337
rmse when k is  19729 431.66904863575337
rmse when k is  19730 431.66904863575337
rmse when k is  19731 431.66904863575337
rmse when k is  19732 431.66904863575337
rmse when k is  19733 431.66904863575337
rmse when k is  19734 431.66904863575337
rmse when k is  19735 431.66904863575337
rmse when k is  19736 431.66904863575337
rmse when k is  19737 431.66904863575337
rmse when k is  19738 431.66904863575337
rmse when k is  19739 431.66904863575337
rmse when k is  19740 431.66904863575337
rmse when k is  19741 431.66904863575337
rmse when k is  19742 431.66904863575337
rmse when k is  19743 431.66904863575337
rmse when k is  19744 431.66904863575337
rmse when k is  19745 431.66904863575337
rmse when k is  19746 431.66904863575337
rmse when k is  19747 431.66904863575337
rmse when k is  19748 431.66904863575337
rmse when k is  19749 431.66904863575337
rmse when k is  19750 431.66904863575337
rmse when k is  19751 431.66904863575337
rmse when k is  19752 431.66904863575337
rmse when k is  19753 431.66904863575337
rmse when k is  19754 431.66904863575337
rmse when k is  19755 431.66904863575337
rmse when k is  19756 431.66904863575337
rmse when k is  19757 431.66904863575337
rmse when k is  19758 431.66904863575337
rmse when k is  19759 431.66904863575337
rmse when k is  19760 431.66904863575337
rmse when k is  19761 431.66904863575337
rmse when k is  19762 431.66904863575337
rmse when k is  19763 431.66904863575337
rmse when k is  19764 431.66904863575337
rmse when k is  19765 431.66904863575337
rmse when k is  19766 431.66904863575337
rmse when k is  19767 431.66904863575337
rmse when k is  19768 431.66904863575337
rmse when k is  19769 431.66904863575337
rmse when k is  19770 431.66904863575337
rmse when k is  19771 431.66904863575337
rmse when k is  19772 431.66904863575337
rmse when k is  19773 431.66904863575337
rmse when k is  19774 431.66904863575337
rmse when k is  19775 431.66904863575337
rmse when k is  19776 431.66904863575337
rmse when k is  19777 431.66904863575337
rmse when k is  19778 431.66904863575337
rmse when k is  19779 431.66904863575337
rmse when k is  19780 431.66904863575337
rmse when k is  19781 431.66904863575337
rmse when k is  19782 431.66904863575337
rmse when k is  19783 431.66904863575337
rmse when k is  19784 431.66904863575337
rmse when k is  19785 431.66904863575337
rmse when k is  19786 431.66904863575337
rmse when k is  19787 431.66904863575337
rmse when k is  19788 431.66904863575337
rmse when k is  19789 431.66904863575337
rmse when k is  19790 431.66904863575337
rmse when k is  19791 431.66904863575337
rmse when k is  19792 431.66904863575337
rmse when k is  19793 431.66904863575337
rmse when k is  19794 431.66904863575337
rmse when k is  19795 431.66904863575337
rmse when k is  19796 431.66904863575337
rmse when k is  19797 431.66904863575337
rmse when k is  19798 431.66904863575337
rmse when k is  19799 431.66904863575337
rmse when k is  19800 431.66904863575337
rmse when k is  19801 431.66904863575337
rmse when k is  19802 431.66904863575337
rmse when k is  19803 431.66904863575337
rmse when k is  19804 431.66904863575337
rmse when k is  19805 431.66904863575337
rmse when k is  19806 431.66904863575337
rmse when k is  19807 431.66904863575337
rmse when k is  19808 431.66904863575337
rmse when k is  19809 431.66904863575337
rmse when k is  19810 431.66904863575337
rmse when k is  19811 431.66904863575337
rmse when k is  19812 431.66904863575337
rmse when k is  19813 431.66904863575337
rmse when k is  19814 431.66904863575337
rmse when k is  19815 431.66904863575337
rmse when k is  19816 431.66904863575337
rmse when k is  19817 431.66904863575337
rmse when k is  19818 431.66904863575337
rmse when k is  19819 431.66904863575337
rmse when k is  19820 431.66904863575337
rmse when k is  19821 431.66904863575337
rmse when k is  19822 431.66904863575337
rmse when k is  19823 431.66904863575337
rmse when k is  19824 431.66904863575337
rmse when k is  19825 431.66904863575337
rmse when k is  19826 431.66904863575337
rmse when k is  19827 431.66904863575337
rmse when k is  19828 431.66904863575337
rmse when k is  19829 431.66904863575337
rmse when k is  19830 431.66904863575337
rmse when k is  19831 431.66904863575337
rmse when k is  19832 431.66904863575337
rmse when k is  19833 431.66904863575337
rmse when k is  19834 431.66904863575337
rmse when k is  19835 431.66904863575337
rmse when k is  19836 431.66904863575337
rmse when k is  19837 431.66904863575337
rmse when k is  19838 431.66904863575337
rmse when k is  19839 431.66904863575337
rmse when k is  19840 431.66904863575337
rmse when k is  19841 431.66904863575337
rmse when k is  19842 431.66904863575337
rmse when k is  19843 431.66904863575337
rmse when k is  19844 431.66904863575337
rmse when k is  19845 431.66904863575337
rmse when k is  19846 431.66904863575337
rmse when k is  19847 431.66904863575337
rmse when k is  19848 431.66904863575337
rmse when k is  19849 431.66904863575337
rmse when k is  19850 431.66904863575337
rmse when k is  19851 431.66904863575337
rmse when k is  19852 431.66904863575337
rmse when k is  19853 431.66904863575337
rmse when k is  19854 431.66904863575337
rmse when k is  19855 431.66904863575337
rmse when k is  19856 431.66904863575337
rmse when k is  19857 431.66904863575337
rmse when k is  19858 431.66904863575337
rmse when k is  19859 431.66904863575337
rmse when k is  19860 431.66904863575337
rmse when k is  19861 431.66904863575337
rmse when k is  19862 431.66904863575337
rmse when k is  19863 431.66904863575337
rmse when k is  19864 431.66904863575337
rmse when k is  19865 431.66904863575337
rmse when k is  19866 431.66904863575337
rmse when k is  19867 431.66904863575337
rmse when k is  19868 431.66904863575337
rmse when k is  19869 431.66904863575337
rmse when k is  19870 431.66904863575337
rmse when k is  19871 431.66904863575337
rmse when k is  19872 431.66904863575337
rmse when k is  19873 431.66904863575337
rmse when k is  19874 431.66904863575337
rmse when k is  19875 431.66904863575337
rmse when k is  19876 431.66904863575337
rmse when k is  19877 431.66904863575337
rmse when k is  19878 431.66904863575337
rmse when k is  19879 431.66904863575337
rmse when k is  19880 431.66904863575337
rmse when k is  19881 431.66904863575337
rmse when k is  19882 431.66904863575337
rmse when k is  19883 431.66904863575337
rmse when k is  19884 431.66904863575337
rmse when k is  19885 431.66904863575337
rmse when k is  19886 431.66904863575337
rmse when k is  19887 431.66904863575337
rmse when k is  19888 431.66904863575337
rmse when k is  19889 431.66904863575337
rmse when k is  19890 431.66904863575337
rmse when k is  19891 431.66904863575337
rmse when k is  19892 431.66904863575337
rmse when k is  19893 431.66904863575337
rmse when k is  19894 431.66904863575337
rmse when k is  19895 431.66904863575337
rmse when k is  19896 431.66904863575337
rmse when k is  19897 431.66904863575337
rmse when k is  19898 431.66904863575337
rmse when k is  19899 431.66904863575337
rmse when k is  19900 431.66904863575337
rmse when k is  19901 431.66904863575337
rmse when k is  19902 431.66904863575337
rmse when k is  19903 431.66904863575337
rmse when k is  19904 431.66904863575337
rmse when k is  19905 431.66904863575337
rmse when k is  19906 431.66904863575337
rmse when k is  19907 431.66904863575337
rmse when k is  19908 431.66904863575337
rmse when k is  19909 431.66904863575337
rmse when k is  19910 431.66904863575337
rmse when k is  19911 431.66904863575337
rmse when k is  19912 431.66904863575337
rmse when k is  19913 431.66904863575337
rmse when k is  19914 431.66904863575337
rmse when k is  19915 431.66904863575337
rmse when k is  19916 431.66904863575337
rmse when k is  19917 431.66904863575337
rmse when k is  19918 431.66904863575337
rmse when k is  19919 431.66904863575337
rmse when k is  19920 431.66904863575337
rmse when k is  19921 431.66904863575337
rmse when k is  19922 431.66904863575337
rmse when k is  19923 431.66904863575337
rmse when k is  19924 431.66904863575337
rmse when k is  19925 431.66904863575337
rmse when k is  19926 431.66904863575337
rmse when k is  19927 431.66904863575337
rmse when k is  19928 431.66904863575337
rmse when k is  19929 431.66904863575337
rmse when k is  19930 431.66904863575337
rmse when k is  19931 431.66904863575337
rmse when k is  19932 431.66904863575337
rmse when k is  19933 431.66904863575337
rmse when k is  19934 431.66904863575337
rmse when k is  19935 431.66904863575337
rmse when k is  19936 431.66904863575337
rmse when k is  19937 431.66904863575337
rmse when k is  19938 431.66904863575337
rmse when k is  19939 431.66904863575337
rmse when k is  19940 431.66904863575337
rmse when k is  19941 431.66904863575337
rmse when k is  19942 431.66904863575337
rmse when k is  19943 431.66904863575337
rmse when k is  19944 431.66904863575337
rmse when k is  19945 431.66904863575337
rmse when k is  19946 431.66904863575337
rmse when k is  19947 431.66904863575337
rmse when k is  19948 431.66904863575337
rmse when k is  19949 431.66904863575337
rmse when k is  19950 431.66904863575337
rmse when k is  19951 431.66904863575337
rmse when k is  19952 431.66904863575337
rmse when k is  19953 431.66904863575337
rmse when k is  19954 431.66904863575337
rmse when k is  19955 431.66904863575337
rmse when k is  19956 431.66904863575337
rmse when k is  19957 431.66904863575337
rmse when k is  19958 431.66904863575337
rmse when k is  19959 431.66904863575337
rmse when k is  19960 431.66904863575337
rmse when k is  19961 431.66904863575337
rmse when k is  19962 431.66904863575337
rmse when k is  19963 431.66904863575337
rmse when k is  19964 431.66904863575337
rmse when k is  19965 431.66904863575337
rmse when k is  19966 431.66904863575337
rmse when k is  19967 431.66904863575337
rmse when k is  19968 431.66904863575337
rmse when k is  19969 431.66904863575337
rmse when k is  19970 431.66904863575337
rmse when k is  19971 431.66904863575337
rmse when k is  19972 431.66904863575337
rmse when k is  19973 431.66904863575337
rmse when k is  19974 431.66904863575337
rmse when k is  19975 431.66904863575337
rmse when k is  19976 431.66904863575337
rmse when k is  19977 431.66904863575337
rmse when k is  19978 431.66904863575337
rmse when k is  19979 431.66904863575337
rmse when k is  19980 431.66904863575337
rmse when k is  19981 431.66904863575337
rmse when k is  19982 431.66904863575337
rmse when k is  19983 431.66904863575337
rmse when k is  19984 431.66904863575337
rmse when k is  19985 431.66904863575337
rmse when k is  19986 431.66904863575337
rmse when k is  19987 431.66904863575337
rmse when k is  19988 431.66904863575337
rmse when k is  19989 431.66904863575337
rmse when k is  19990 431.66904863575337
rmse when k is  19991 431.66904863575337
rmse when k is  19992 431.66904863575337
rmse when k is  19993 431.66904863575337
rmse when k is  19994 431.66904863575337
rmse when k is  19995 431.66904863575337
rmse when k is  19996 431.66904863575337
rmse when k is  19997 431.66904863575337
rmse when k is  19998 431.66904863575337
rmse when k is  19999 431.66904863575337
rmse when k is  20000 431.66904863575337
rmse when k is  20001 431.66904863575337
rmse when k is  20002 431.66904863575337
rmse when k is  20003 431.66904863575337
rmse when k is  20004 431.66904863575337
rmse when k is  20005 431.66904863575337
rmse when k is  20006 431.66904863575337
rmse when k is  20007 431.66904863575337
rmse when k is  20008 431.66904863575337
rmse when k is  20009 431.66904863575337
rmse when k is  20010 431.66904863575337
rmse when k is  20011 431.66904863575337
rmse when k is  20012 431.66904863575337
rmse when k is  20013 431.66904863575337
rmse when k is  20014 431.66904863575337
rmse when k is  20015 431.66904863575337
rmse when k is  20016 431.66904863575337
rmse when k is  20017 431.66904863575337
rmse when k is  20018 431.66904863575337
rmse when k is  20019 431.66904863575337
rmse when k is  20020 431.66904863575337
rmse when k is  20021 431.66904863575337
rmse when k is  20022 431.66904863575337
rmse when k is  20023 431.66904863575337
rmse when k is  20024 431.66904863575337
rmse when k is  20025 431.66904863575337
rmse when k is  20026 431.66904863575337
rmse when k is  20027 431.66904863575337
rmse when k is  20028 431.66904863575337
rmse when k is  20029 431.66904863575337
rmse when k is  20030 431.66904863575337
rmse when k is  20031 431.66904863575337
rmse when k is  20032 431.66904863575337
rmse when k is  20033 431.66904863575337
rmse when k is  20034 431.66904863575337
rmse when k is  20035 431.66904863575337
rmse when k is  20036 431.66904863575337
rmse when k is  20037 431.66904863575337
rmse when k is  20038 431.66904863575337
rmse when k is  20039 431.66904863575337
rmse when k is  20040 431.66904863575337
rmse when k is  20041 431.66904863575337
rmse when k is  20042 431.66904863575337
rmse when k is  20043 431.66904863575337
rmse when k is  20044 431.66904863575337
rmse when k is  20045 431.66904863575337
rmse when k is  20046 431.66904863575337
rmse when k is  20047 431.66904863575337
rmse when k is  20048 431.66904863575337
rmse when k is  20049 431.66904863575337
rmse when k is  20050 431.66904863575337
rmse when k is  20051 431.66904863575337
rmse when k is  20052 431.66904863575337
rmse when k is  20053 431.66904863575337
rmse when k is  20054 431.66904863575337
rmse when k is  20055 431.66904863575337
rmse when k is  20056 431.66904863575337
rmse when k is  20057 431.66904863575337
rmse when k is  20058 431.66904863575337
rmse when k is  20059 431.66904863575337
rmse when k is  20060 431.66904863575337
rmse when k is  20061 431.66904863575337
rmse when k is  20062 431.66904863575337
rmse when k is  20063 431.66904863575337
rmse when k is  20064 431.66904863575337
rmse when k is  20065 431.66904863575337
rmse when k is  20066 431.66904863575337
rmse when k is  20067 431.66904863575337
rmse when k is  20068 431.66904863575337
rmse when k is  20069 431.66904863575337
rmse when k is  20070 431.66904863575337
rmse when k is  20071 431.66904863575337
rmse when k is  20072 431.66904863575337
rmse when k is  20073 431.66904863575337
rmse when k is  20074 431.66904863575337
rmse when k is  20075 431.66904863575337
rmse when k is  20076 431.66904863575337
rmse when k is  20077 431.66904863575337
rmse when k is  20078 431.66904863575337
rmse when k is  20079 431.66904863575337
rmse when k is  20080 431.66904863575337
rmse when k is  20081 431.66904863575337
rmse when k is  20082 431.66904863575337
rmse when k is  20083 431.66904863575337
rmse when k is  20084 431.66904863575337
rmse when k is  20085 431.66904863575337
rmse when k is  20086 431.66904863575337
rmse when k is  20087 431.66904863575337
rmse when k is  20088 431.66904863575337
rmse when k is  20089 431.66904863575337
rmse when k is  20090 431.66904863575337
rmse when k is  20091 431.66904863575337
rmse when k is  20092 431.66904863575337
rmse when k is  20093 431.66904863575337
rmse when k is  20094 431.66904863575337
rmse when k is  20095 431.66904863575337
rmse when k is  20096 431.66904863575337
rmse when k is  20097 431.66904863575337
rmse when k is  20098 431.66904863575337
rmse when k is  20099 431.66904863575337
rmse when k is  20100 431.66904863575337
rmse when k is  20101 431.66904863575337
rmse when k is  20102 431.66904863575337
rmse when k is  20103 431.66904863575337
rmse when k is  20104 431.66904863575337
rmse when k is  20105 431.66904863575337
rmse when k is  20106 431.66904863575337
rmse when k is  20107 431.66904863575337
rmse when k is  20108 431.66904863575337
rmse when k is  20109 431.66904863575337
rmse when k is  20110 431.66904863575337
rmse when k is  20111 431.66904863575337
rmse when k is  20112 431.66904863575337
rmse when k is  20113 431.66904863575337
rmse when k is  20114 431.66904863575337
rmse when k is  20115 431.66904863575337
rmse when k is  20116 431.66904863575337
rmse when k is  20117 431.66904863575337
rmse when k is  20118 431.66904863575337
rmse when k is  20119 431.66904863575337
rmse when k is  20120 431.66904863575337
rmse when k is  20121 431.66904863575337
rmse when k is  20122 431.66904863575337
rmse when k is  20123 431.66904863575337
rmse when k is  20124 431.66904863575337
rmse when k is  20125 431.66904863575337
rmse when k is  20126 431.66904863575337
rmse when k is  20127 431.66904863575337
rmse when k is  20128 431.66904863575337
rmse when k is  20129 431.66904863575337
rmse when k is  20130 431.66904863575337
rmse when k is  20131 431.66904863575337
rmse when k is  20132 431.66904863575337
rmse when k is  20133 431.66904863575337
rmse when k is  20134 431.66904863575337
rmse when k is  20135 431.66904863575337
rmse when k is  20136 431.66904863575337
rmse when k is  20137 431.66904863575337
rmse when k is  20138 431.66904863575337
rmse when k is  20139 431.66904863575337
rmse when k is  20140 431.66904863575337
rmse when k is  20141 431.66904863575337
rmse when k is  20142 431.66904863575337
rmse when k is  20143 431.66904863575337
rmse when k is  20144 431.66904863575337
rmse when k is  20145 431.66904863575337
rmse when k is  20146 431.66904863575337
rmse when k is  20147 431.66904863575337
rmse when k is  20148 431.66904863575337
rmse when k is  20149 431.66904863575337
rmse when k is  20150 431.66904863575337
rmse when k is  20151 431.66904863575337
rmse when k is  20152 431.66904863575337
rmse when k is  20153 431.66904863575337
rmse when k is  20154 431.66904863575337
rmse when k is  20155 431.66904863575337
rmse when k is  20156 431.66904863575337
rmse when k is  20157 431.66904863575337
rmse when k is  20158 431.66904863575337
rmse when k is  20159 431.66904863575337
rmse when k is  20160 431.66904863575337
rmse when k is  20161 431.66904863575337
rmse when k is  20162 431.66904863575337
rmse when k is  20163 431.66904863575337
rmse when k is  20164 431.66904863575337
rmse when k is  20165 431.66904863575337
rmse when k is  20166 431.66904863575337
rmse when k is  20167 431.66904863575337
rmse when k is  20168 431.66904863575337
rmse when k is  20169 431.66904863575337
rmse when k is  20170 431.66904863575337
rmse when k is  20171 431.66904863575337
rmse when k is  20172 431.66904863575337
rmse when k is  20173 431.66904863575337
rmse when k is  20174 431.66904863575337
rmse when k is  20175 431.66904863575337
rmse when k is  20176 431.66904863575337
rmse when k is  20177 431.66904863575337
rmse when k is  20178 431.66904863575337
rmse when k is  20179 431.66904863575337
rmse when k is  20180 431.66904863575337
rmse when k is  20181 431.66904863575337
rmse when k is  20182 431.66904863575337
rmse when k is  20183 431.66904863575337
rmse when k is  20184 431.66904863575337
rmse when k is  20185 431.66904863575337
rmse when k is  20186 431.66904863575337
rmse when k is  20187 431.66904863575337
rmse when k is  20188 431.66904863575337
rmse when k is  20189 431.66904863575337
rmse when k is  20190 431.66904863575337
rmse when k is  20191 431.66904863575337
rmse when k is  20192 431.66904863575337
rmse when k is  20193 431.66904863575337
rmse when k is  20194 431.66904863575337
rmse when k is  20195 431.66904863575337
rmse when k is  20196 431.66904863575337
rmse when k is  20197 431.66904863575337
rmse when k is  20198 431.66904863575337
rmse when k is  20199 431.66904863575337
rmse when k is  20200 431.66904863575337
rmse when k is  20201 431.66904863575337
rmse when k is  20202 431.66904863575337
rmse when k is  20203 431.66904863575337
rmse when k is  20204 431.66904863575337
rmse when k is  20205 431.66904863575337
rmse when k is  20206 431.66904863575337
rmse when k is  20207 431.66904863575337
rmse when k is  20208 431.66904863575337
rmse when k is  20209 431.66904863575337
rmse when k is  20210 431.66904863575337
rmse when k is  20211 431.66904863575337
rmse when k is  20212 431.66904863575337
rmse when k is  20213 431.66904863575337
rmse when k is  20214 431.66904863575337
rmse when k is  20215 431.66904863575337
rmse when k is  20216 431.66904863575337
rmse when k is  20217 431.66904863575337
rmse when k is  20218 431.66904863575337
rmse when k is  20219 431.66904863575337
rmse when k is  20220 431.66904863575337
rmse when k is  20221 431.66904863575337
rmse when k is  20222 431.66904863575337
rmse when k is  20223 431.66904863575337
rmse when k is  20224 431.66904863575337
rmse when k is  20225 431.66904863575337
rmse when k is  20226 431.66904863575337
rmse when k is  20227 431.66904863575337
rmse when k is  20228 431.66904863575337
rmse when k is  20229 431.66904863575337
rmse when k is  20230 431.66904863575337
rmse when k is  20231 431.66904863575337
rmse when k is  20232 431.66904863575337
rmse when k is  20233 431.66904863575337
rmse when k is  20234 431.66904863575337
rmse when k is  20235 431.66904863575337
rmse when k is  20236 431.66904863575337
rmse when k is  20237 431.66904863575337
rmse when k is  20238 431.66904863575337
rmse when k is  20239 431.66904863575337
rmse when k is  20240 431.66904863575337
rmse when k is  20241 431.66904863575337
rmse when k is  20242 431.66904863575337
rmse when k is  20243 431.66904863575337
rmse when k is  20244 431.66904863575337
rmse when k is  20245 431.66904863575337
rmse when k is  20246 431.66904863575337
rmse when k is  20247 431.66904863575337
rmse when k is  20248 431.66904863575337
rmse when k is  20249 431.66904863575337
rmse when k is  20250 431.66904863575337
rmse when k is  20251 431.66904863575337
rmse when k is  20252 431.66904863575337
rmse when k is  20253 431.66904863575337
rmse when k is  20254 431.66904863575337
rmse when k is  20255 431.66904863575337
rmse when k is  20256 431.66904863575337
rmse when k is  20257 431.66904863575337
rmse when k is  20258 431.66904863575337
rmse when k is  20259 431.66904863575337
rmse when k is  20260 431.66904863575337
rmse when k is  20261 431.66904863575337
rmse when k is  20262 431.66904863575337
rmse when k is  20263 431.66904863575337
rmse when k is  20264 431.66904863575337
rmse when k is  20265 431.66904863575337
rmse when k is  20266 431.66904863575337
rmse when k is  20267 431.66904863575337
rmse when k is  20268 431.66904863575337
rmse when k is  20269 431.66904863575337
rmse when k is  20270 431.66904863575337
rmse when k is  20271 431.66904863575337
rmse when k is  20272 431.66904863575337
rmse when k is  20273 431.66904863575337
rmse when k is  20274 431.66904863575337
rmse when k is  20275 431.66904863575337
rmse when k is  20276 431.66904863575337
rmse when k is  20277 431.66904863575337
rmse when k is  20278 431.66904863575337
rmse when k is  20279 431.66904863575337
rmse when k is  20280 431.66904863575337
rmse when k is  20281 431.66904863575337
rmse when k is  20282 431.66904863575337
rmse when k is  20283 431.66904863575337
rmse when k is  20284 431.66904863575337
rmse when k is  20285 431.66904863575337
rmse when k is  20286 431.66904863575337
rmse when k is  20287 431.66904863575337
rmse when k is  20288 431.66904863575337
rmse when k is  20289 431.66904863575337
rmse when k is  20290 431.66904863575337
rmse when k is  20291 431.66904863575337
rmse when k is  20292 431.66904863575337
rmse when k is  20293 431.66904863575337
rmse when k is  20294 431.66904863575337
rmse when k is  20295 431.66904863575337
rmse when k is  20296 431.66904863575337
rmse when k is  20297 431.66904863575337
rmse when k is  20298 431.66904863575337
rmse when k is  20299 431.66904863575337
rmse when k is  20300 431.66904863575337
rmse when k is  20301 431.66904863575337
rmse when k is  20302 431.66904863575337
rmse when k is  20303 431.66904863575337
rmse when k is  20304 431.66904863575337
rmse when k is  20305 431.66904863575337
rmse when k is  20306 431.66904863575337
rmse when k is  20307 431.66904863575337
rmse when k is  20308 431.66904863575337
rmse when k is  20309 431.66904863575337
rmse when k is  20310 431.66904863575337
rmse when k is  20311 431.66904863575337
rmse when k is  20312 431.66904863575337
rmse when k is  20313 431.66904863575337
rmse when k is  20314 431.66904863575337
rmse when k is  20315 431.66904863575337
rmse when k is  20316 431.66904863575337
rmse when k is  20317 431.66904863575337
rmse when k is  20318 431.66904863575337
rmse when k is  20319 431.66904863575337
rmse when k is  20320 431.66904863575337
rmse when k is  20321 431.66904863575337
rmse when k is  20322 431.66904863575337
rmse when k is  20323 431.66904863575337
rmse when k is  20324 431.66904863575337
rmse when k is  20325 431.66904863575337
rmse when k is  20326 431.66904863575337
rmse when k is  20327 431.66904863575337
rmse when k is  20328 431.66904863575337
rmse when k is  20329 431.66904863575337
rmse when k is  20330 431.66904863575337
rmse when k is  20331 431.66904863575337
rmse when k is  20332 431.66904863575337
rmse when k is  20333 431.66904863575337
rmse when k is  20334 431.66904863575337
rmse when k is  20335 431.66904863575337
rmse when k is  20336 431.66904863575337
rmse when k is  20337 431.66904863575337
rmse when k is  20338 431.66904863575337
rmse when k is  20339 431.66904863575337
rmse when k is  20340 431.66904863575337
rmse when k is  20341 431.66904863575337
rmse when k is  20342 431.66904863575337
rmse when k is  20343 431.66904863575337
rmse when k is  20344 431.66904863575337
rmse when k is  20345 431.66904863575337
rmse when k is  20346 431.66904863575337
rmse when k is  20347 431.66904863575337
rmse when k is  20348 431.66904863575337
rmse when k is  20349 431.66904863575337
rmse when k is  20350 431.66904863575337
rmse when k is  20351 431.66904863575337
rmse when k is  20352 431.66904863575337
rmse when k is  20353 431.66904863575337
rmse when k is  20354 431.66904863575337
rmse when k is  20355 431.66904863575337
rmse when k is  20356 431.66904863575337
rmse when k is  20357 431.66904863575337
rmse when k is  20358 431.66904863575337
rmse when k is  20359 431.66904863575337
rmse when k is  20360 431.66904863575337
rmse when k is  20361 431.66904863575337
rmse when k is  20362 431.66904863575337
rmse when k is  20363 431.66904863575337
rmse when k is  20364 431.66904863575337
rmse when k is  20365 431.66904863575337
rmse when k is  20366 431.66904863575337
rmse when k is  20367 431.66904863575337
rmse when k is  20368 431.66904863575337
rmse when k is  20369 431.66904863575337
rmse when k is  20370 431.66904863575337
rmse when k is  20371 431.66904863575337
rmse when k is  20372 431.66904863575337
rmse when k is  20373 431.66904863575337
rmse when k is  20374 431.66904863575337
rmse when k is  20375 431.66904863575337
rmse when k is  20376 431.66904863575337
rmse when k is  20377 431.66904863575337
rmse when k is  20378 431.66904863575337
rmse when k is  20379 431.66904863575337
rmse when k is  20380 431.66904863575337
rmse when k is  20381 431.66904863575337
rmse when k is  20382 431.66904863575337
rmse when k is  20383 431.66904863575337
rmse when k is  20384 431.66904863575337
rmse when k is  20385 431.66904863575337
rmse when k is  20386 431.66904863575337
rmse when k is  20387 431.66904863575337
rmse when k is  20388 431.66904863575337
rmse when k is  20389 431.66904863575337
rmse when k is  20390 431.66904863575337
rmse when k is  20391 431.66904863575337
rmse when k is  20392 431.66904863575337
rmse when k is  20393 431.66904863575337
rmse when k is  20394 431.66904863575337
rmse when k is  20395 431.66904863575337
rmse when k is  20396 431.66904863575337
rmse when k is  20397 431.66904863575337
rmse when k is  20398 431.66904863575337
rmse when k is  20399 431.66904863575337
rmse when k is  20400 431.66904863575337
rmse when k is  20401 431.66904863575337
rmse when k is  20402 431.66904863575337
rmse when k is  20403 431.66904863575337
rmse when k is  20404 431.66904863575337
rmse when k is  20405 431.66904863575337
rmse when k is  20406 431.66904863575337
rmse when k is  20407 431.66904863575337
rmse when k is  20408 431.66904863575337
rmse when k is  20409 431.66904863575337
rmse when k is  20410 431.66904863575337
rmse when k is  20411 431.66904863575337
rmse when k is  20412 431.66904863575337
rmse when k is  20413 431.66904863575337
rmse when k is  20414 431.66904863575337
rmse when k is  20415 431.66904863575337
rmse when k is  20416 431.66904863575337
rmse when k is  20417 431.66904863575337
rmse when k is  20418 431.66904863575337
rmse when k is  20419 431.66904863575337
rmse when k is  20420 431.66904863575337
rmse when k is  20421 431.66904863575337
rmse when k is  20422 431.66904863575337
rmse when k is  20423 431.66904863575337
rmse when k is  20424 431.66904863575337
rmse when k is  20425 431.66904863575337
rmse when k is  20426 431.66904863575337
rmse when k is  20427 431.66904863575337
rmse when k is  20428 431.66904863575337
rmse when k is  20429 431.66904863575337
rmse when k is  20430 431.66904863575337
rmse when k is  20431 431.66904863575337
rmse when k is  20432 431.66904863575337
rmse when k is  20433 431.66904863575337
rmse when k is  20434 431.66904863575337
rmse when k is  20435 431.66904863575337
rmse when k is  20436 431.66904863575337
rmse when k is  20437 431.66904863575337
rmse when k is  20438 431.66904863575337
rmse when k is  20439 431.66904863575337
rmse when k is  20440 431.66904863575337
rmse when k is  20441 431.66904863575337
rmse when k is  20442 431.66904863575337
rmse when k is  20443 431.66904863575337
rmse when k is  20444 431.66904863575337
rmse when k is  20445 431.66904863575337
rmse when k is  20446 431.66904863575337
rmse when k is  20447 431.66904863575337
rmse when k is  20448 431.66904863575337
rmse when k is  20449 431.66904863575337
rmse when k is  20450 431.66904863575337
rmse when k is  20451 431.66904863575337
rmse when k is  20452 431.66904863575337
rmse when k is  20453 431.66904863575337
rmse when k is  20454 431.66904863575337
rmse when k is  20455 431.66904863575337
rmse when k is  20456 431.66904863575337
rmse when k is  20457 431.66904863575337
rmse when k is  20458 431.66904863575337
rmse when k is  20459 431.66904863575337
rmse when k is  20460 431.66904863575337
rmse when k is  20461 431.66904863575337
rmse when k is  20462 431.66904863575337
rmse when k is  20463 431.66904863575337
rmse when k is  20464 431.66904863575337
rmse when k is  20465 431.66904863575337
rmse when k is  20466 431.66904863575337
rmse when k is  20467 431.66904863575337
rmse when k is  20468 431.66904863575337
rmse when k is  20469 431.66904863575337
rmse when k is  20470 431.66904863575337
rmse when k is  20471 431.66904863575337
rmse when k is  20472 431.66904863575337
rmse when k is  20473 431.66904863575337
rmse when k is  20474 431.66904863575337
rmse when k is  20475 431.66904863575337
rmse when k is  20476 431.66904863575337
rmse when k is  20477 431.66904863575337
rmse when k is  20478 431.66904863575337
rmse when k is  20479 431.66904863575337
rmse when k is  20480 431.66904863575337
rmse when k is  20481 431.66904863575337
rmse when k is  20482 431.66904863575337
rmse when k is  20483 431.66904863575337
rmse when k is  20484 431.66904863575337
rmse when k is  20485 431.66904863575337
rmse when k is  20486 431.66904863575337
rmse when k is  20487 431.66904863575337
rmse when k is  20488 431.66904863575337
rmse when k is  20489 431.66904863575337
rmse when k is  20490 431.66904863575337
rmse when k is  20491 431.66904863575337
rmse when k is  20492 431.66904863575337
rmse when k is  20493 431.66904863575337
rmse when k is  20494 431.66904863575337
rmse when k is  20495 431.66904863575337
rmse when k is  20496 431.66904863575337
rmse when k is  20497 431.66904863575337
rmse when k is  20498 431.66904863575337
rmse when k is  20499 431.66904863575337
rmse when k is  20500 431.66904863575337
rmse when k is  20501 431.66904863575337
rmse when k is  20502 431.66904863575337
rmse when k is  20503 431.66904863575337
rmse when k is  20504 431.66904863575337
rmse when k is  20505 431.66904863575337
rmse when k is  20506 431.66904863575337
rmse when k is  20507 431.66904863575337
rmse when k is  20508 431.66904863575337
rmse when k is  20509 431.66904863575337
rmse when k is  20510 431.66904863575337
rmse when k is  20511 431.66904863575337
rmse when k is  20512 431.66904863575337
rmse when k is  20513 431.66904863575337
rmse when k is  20514 431.66904863575337
rmse when k is  20515 431.66904863575337
rmse when k is  20516 431.66904863575337
rmse when k is  20517 431.66904863575337
rmse when k is  20518 431.66904863575337
rmse when k is  20519 431.66904863575337
rmse when k is  20520 431.66904863575337
rmse when k is  20521 431.66904863575337
rmse when k is  20522 431.66904863575337
rmse when k is  20523 431.66904863575337
rmse when k is  20524 431.66904863575337
rmse when k is  20525 431.66904863575337
rmse when k is  20526 431.66904863575337
rmse when k is  20527 431.66904863575337
rmse when k is  20528 431.66904863575337
rmse when k is  20529 431.66904863575337
rmse when k is  20530 431.66904863575337
rmse when k is  20531 431.66904863575337
rmse when k is  20532 431.66904863575337
rmse when k is  20533 431.66904863575337
rmse when k is  20534 431.66904863575337
rmse when k is  20535 431.66904863575337
rmse when k is  20536 431.66904863575337
rmse when k is  20537 431.66904863575337
rmse when k is  20538 431.66904863575337
rmse when k is  20539 431.66904863575337
rmse when k is  20540 431.66904863575337
rmse when k is  20541 431.66904863575337
rmse when k is  20542 431.66904863575337
rmse when k is  20543 431.66904863575337
rmse when k is  20544 431.66904863575337
rmse when k is  20545 431.66904863575337
rmse when k is  20546 431.66904863575337
rmse when k is  20547 431.66904863575337
rmse when k is  20548 431.66904863575337
rmse when k is  20549 431.66904863575337
rmse when k is  20550 431.66904863575337
rmse when k is  20551 431.66904863575337
rmse when k is  20552 431.66904863575337
rmse when k is  20553 431.66904863575337
rmse when k is  20554 431.66904863575337
rmse when k is  20555 431.66904863575337
rmse when k is  20556 431.66904863575337
rmse when k is  20557 431.66904863575337
rmse when k is  20558 431.66904863575337
rmse when k is  20559 431.66904863575337
rmse when k is  20560 431.66904863575337
rmse when k is  20561 431.66904863575337
rmse when k is  20562 431.66904863575337
rmse when k is  20563 431.66904863575337
rmse when k is  20564 431.66904863575337
rmse when k is  20565 431.66904863575337
rmse when k is  20566 431.66904863575337
rmse when k is  20567 431.66904863575337
rmse when k is  20568 431.66904863575337
rmse when k is  20569 431.66904863575337
rmse when k is  20570 431.66904863575337
rmse when k is  20571 431.66904863575337
rmse when k is  20572 431.66904863575337
rmse when k is  20573 431.66904863575337
rmse when k is  20574 431.66904863575337
rmse when k is  20575 431.66904863575337
rmse when k is  20576 431.66904863575337
rmse when k is  20577 431.66904863575337
rmse when k is  20578 431.66904863575337
rmse when k is  20579 431.66904863575337
rmse when k is  20580 431.66904863575337
rmse when k is  20581 431.66904863575337
rmse when k is  20582 431.66904863575337
rmse when k is  20583 431.66904863575337
rmse when k is  20584 431.66904863575337
rmse when k is  20585 431.66904863575337
rmse when k is  20586 431.66904863575337
rmse when k is  20587 431.66904863575337
rmse when k is  20588 431.66904863575337
rmse when k is  20589 431.66904863575337
rmse when k is  20590 431.66904863575337
rmse when k is  20591 431.66904863575337
rmse when k is  20592 431.66904863575337
rmse when k is  20593 431.66904863575337
rmse when k is  20594 431.66904863575337
rmse when k is  20595 431.66904863575337
rmse when k is  20596 431.66904863575337
rmse when k is  20597 431.66904863575337
rmse when k is  20598 431.66904863575337
rmse when k is  20599 431.66904863575337
rmse when k is  20600 431.66904863575337
rmse when k is  20601 431.66904863575337
rmse when k is  20602 431.66904863575337
rmse when k is  20603 431.66904863575337
rmse when k is  20604 431.66904863575337
rmse when k is  20605 431.66904863575337
rmse when k is  20606 431.66904863575337
rmse when k is  20607 431.66904863575337
rmse when k is  20608 431.66904863575337
rmse when k is  20609 431.66904863575337
rmse when k is  20610 431.66904863575337
rmse when k is  20611 431.66904863575337
rmse when k is  20612 431.66904863575337
rmse when k is  20613 431.66904863575337
rmse when k is  20614 431.66904863575337
rmse when k is  20615 431.66904863575337
rmse when k is  20616 431.66904863575337
rmse when k is  20617 431.66904863575337
rmse when k is  20618 431.66904863575337
rmse when k is  20619 431.66904863575337
rmse when k is  20620 431.66904863575337
rmse when k is  20621 431.66904863575337
rmse when k is  20622 431.66904863575337
rmse when k is  20623 431.66904863575337
rmse when k is  20624 431.66904863575337
rmse when k is  20625 431.66904863575337
rmse when k is  20626 431.66904863575337
rmse when k is  20627 431.66904863575337
rmse when k is  20628 431.66904863575337
rmse when k is  20629 431.66904863575337
rmse when k is  20630 431.66904863575337
rmse when k is  20631 431.66904863575337
rmse when k is  20632 431.66904863575337
rmse when k is  20633 431.66904863575337
rmse when k is  20634 431.66904863575337
rmse when k is  20635 431.66904863575337
rmse when k is  20636 431.66904863575337
rmse when k is  20637 431.66904863575337
rmse when k is  20638 431.66904863575337
rmse when k is  20639 431.66904863575337
rmse when k is  20640 431.66904863575337
rmse when k is  20641 431.66904863575337
rmse when k is  20642 431.66904863575337
rmse when k is  20643 431.66904863575337
rmse when k is  20644 431.66904863575337
rmse when k is  20645 431.66904863575337
rmse when k is  20646 431.66904863575337
rmse when k is  20647 431.66904863575337
rmse when k is  20648 431.66904863575337
rmse when k is  20649 431.66904863575337
rmse when k is  20650 431.66904863575337
rmse when k is  20651 431.66904863575337
rmse when k is  20652 431.66904863575337
rmse when k is  20653 431.66904863575337
rmse when k is  20654 431.66904863575337
rmse when k is  20655 431.66904863575337
rmse when k is  20656 431.66904863575337
rmse when k is  20657 431.66904863575337
rmse when k is  20658 431.66904863575337
rmse when k is  20659 431.66904863575337
rmse when k is  20660 431.66904863575337
rmse when k is  20661 431.66904863575337
rmse when k is  20662 431.66904863575337
rmse when k is  20663 431.66904863575337
rmse when k is  20664 431.66904863575337
rmse when k is  20665 431.66904863575337
rmse when k is  20666 431.66904863575337
rmse when k is  20667 431.66904863575337
rmse when k is  20668 431.66904863575337
rmse when k is  20669 431.66904863575337
rmse when k is  20670 431.66904863575337
rmse when k is  20671 431.66904863575337
rmse when k is  20672 431.66904863575337
rmse when k is  20673 431.66904863575337
rmse when k is  20674 431.66904863575337
rmse when k is  20675 431.66904863575337
rmse when k is  20676 431.66904863575337
rmse when k is  20677 431.66904863575337
rmse when k is  20678 431.66904863575337
rmse when k is  20679 431.66904863575337
rmse when k is  20680 431.66904863575337
rmse when k is  20681 431.66904863575337
rmse when k is  20682 431.66904863575337
rmse when k is  20683 431.66904863575337
rmse when k is  20684 431.66904863575337
rmse when k is  20685 431.66904863575337
rmse when k is  20686 431.66904863575337
rmse when k is  20687 431.66904863575337
rmse when k is  20688 431.66904863575337
rmse when k is  20689 431.66904863575337
rmse when k is  20690 431.66904863575337
rmse when k is  20691 431.66904863575337
rmse when k is  20692 431.66904863575337
rmse when k is  20693 431.66904863575337
rmse when k is  20694 431.66904863575337
rmse when k is  20695 431.66904863575337
rmse when k is  20696 431.66904863575337
rmse when k is  20697 431.66904863575337
rmse when k is  20698 431.66904863575337
rmse when k is  20699 431.66904863575337
rmse when k is  20700 431.66904863575337
rmse when k is  20701 431.66904863575337
rmse when k is  20702 431.66904863575337
rmse when k is  20703 431.66904863575337
rmse when k is  20704 431.66904863575337
rmse when k is  20705 431.66904863575337
rmse when k is  20706 431.66904863575337
rmse when k is  20707 431.66904863575337
rmse when k is  20708 431.66904863575337
rmse when k is  20709 431.66904863575337
rmse when k is  20710 431.66904863575337
rmse when k is  20711 431.66904863575337
rmse when k is  20712 431.66904863575337
rmse when k is  20713 431.66904863575337
rmse when k is  20714 431.66904863575337
rmse when k is  20715 431.66904863575337
rmse when k is  20716 431.66904863575337
rmse when k is  20717 431.66904863575337
rmse when k is  20718 431.66904863575337
rmse when k is  20719 431.66904863575337
rmse when k is  20720 431.66904863575337
rmse when k is  20721 431.66904863575337
rmse when k is  20722 431.66904863575337
rmse when k is  20723 431.66904863575337
rmse when k is  20724 431.66904863575337
rmse when k is  20725 431.66904863575337
rmse when k is  20726 431.66904863575337
rmse when k is  20727 431.66904863575337
rmse when k is  20728 431.66904863575337
rmse when k is  20729 431.66904863575337
rmse when k is  20730 431.66904863575337
rmse when k is  20731 431.66904863575337
rmse when k is  20732 431.66904863575337
rmse when k is  20733 431.66904863575337
rmse when k is  20734 431.66904863575337
rmse when k is  20735 431.66904863575337
rmse when k is  20736 431.66904863575337
rmse when k is  20737 431.66904863575337
rmse when k is  20738 431.66904863575337
rmse when k is  20739 431.66904863575337
rmse when k is  20740 431.66904863575337
rmse when k is  20741 431.66904863575337
rmse when k is  20742 431.66904863575337
rmse when k is  20743 431.66904863575337
rmse when k is  20744 431.66904863575337
rmse when k is  20745 431.66904863575337
rmse when k is  20746 431.66904863575337
rmse when k is  20747 431.66904863575337
rmse when k is  20748 431.66904863575337
rmse when k is  20749 431.66904863575337
rmse when k is  20750 431.66904863575337
rmse when k is  20751 431.66904863575337
rmse when k is  20752 431.66904863575337
rmse when k is  20753 431.66904863575337
rmse when k is  20754 431.66904863575337
rmse when k is  20755 431.66904863575337
rmse when k is  20756 431.66904863575337
rmse when k is  20757 431.66904863575337
rmse when k is  20758 431.66904863575337
rmse when k is  20759 431.66904863575337
rmse when k is  20760 431.66904863575337
rmse when k is  20761 431.66904863575337
rmse when k is  20762 431.66904863575337
rmse when k is  20763 431.66904863575337
rmse when k is  20764 431.66904863575337
rmse when k is  20765 431.66904863575337
rmse when k is  20766 431.66904863575337
rmse when k is  20767 431.66904863575337
rmse when k is  20768 431.66904863575337
rmse when k is  20769 431.66904863575337
rmse when k is  20770 431.66904863575337
rmse when k is  20771 431.66904863575337
rmse when k is  20772 431.66904863575337
rmse when k is  20773 431.66904863575337
rmse when k is  20774 431.66904863575337
rmse when k is  20775 431.66904863575337
rmse when k is  20776 431.66904863575337
rmse when k is  20777 431.66904863575337
rmse when k is  20778 431.66904863575337
rmse when k is  20779 431.66904863575337
rmse when k is  20780 431.66904863575337
rmse when k is  20781 431.66904863575337
rmse when k is  20782 431.66904863575337
rmse when k is  20783 431.66904863575337
rmse when k is  20784 431.66904863575337
rmse when k is  20785 431.66904863575337
rmse when k is  20786 431.66904863575337
rmse when k is  20787 431.66904863575337
rmse when k is  20788 431.66904863575337
rmse when k is  20789 431.66904863575337
rmse when k is  20790 431.66904863575337
rmse when k is  20791 431.66904863575337
rmse when k is  20792 431.66904863575337
rmse when k is  20793 431.66904863575337
rmse when k is  20794 431.66904863575337
rmse when k is  20795 431.66904863575337
rmse when k is  20796 431.66904863575337
rmse when k is  20797 431.66904863575337
rmse when k is  20798 431.66904863575337
rmse when k is  20799 431.66904863575337
rmse when k is  20800 431.66904863575337
rmse when k is  20801 431.66904863575337
rmse when k is  20802 431.66904863575337
rmse when k is  20803 431.66904863575337
rmse when k is  20804 431.66904863575337
rmse when k is  20805 431.66904863575337
rmse when k is  20806 431.66904863575337
rmse when k is  20807 431.66904863575337
rmse when k is  20808 431.66904863575337
rmse when k is  20809 431.66904863575337
rmse when k is  20810 431.66904863575337
rmse when k is  20811 431.66904863575337
rmse when k is  20812 431.66904863575337
rmse when k is  20813 431.66904863575337
rmse when k is  20814 431.66904863575337
rmse when k is  20815 431.66904863575337
rmse when k is  20816 431.66904863575337
rmse when k is  20817 431.66904863575337
rmse when k is  20818 431.66904863575337
rmse when k is  20819 431.66904863575337
rmse when k is  20820 431.66904863575337
rmse when k is  20821 431.66904863575337
rmse when k is  20822 431.66904863575337
rmse when k is  20823 431.66904863575337
rmse when k is  20824 431.66904863575337
rmse when k is  20825 431.66904863575337
rmse when k is  20826 431.66904863575337
rmse when k is  20827 431.66904863575337
rmse when k is  20828 431.66904863575337
rmse when k is  20829 431.66904863575337
rmse when k is  20830 431.66904863575337
rmse when k is  20831 431.66904863575337
rmse when k is  20832 431.66904863575337
rmse when k is  20833 431.66904863575337
rmse when k is  20834 431.66904863575337
rmse when k is  20835 431.66904863575337
rmse when k is  20836 431.66904863575337
rmse when k is  20837 431.66904863575337
rmse when k is  20838 431.66904863575337
rmse when k is  20839 431.66904863575337
rmse when k is  20840 431.66904863575337
rmse when k is  20841 431.66904863575337
rmse when k is  20842 431.66904863575337
rmse when k is  20843 431.66904863575337
rmse when k is  20844 431.66904863575337
rmse when k is  20845 431.66904863575337
rmse when k is  20846 431.66904863575337
rmse when k is  20847 431.66904863575337
rmse when k is  20848 431.66904863575337
rmse when k is  20849 431.66904863575337
rmse when k is  20850 431.66904863575337
rmse when k is  20851 431.66904863575337
rmse when k is  20852 431.66904863575337
rmse when k is  20853 431.66904863575337
rmse when k is  20854 431.66904863575337
rmse when k is  20855 431.66904863575337
rmse when k is  20856 431.66904863575337
rmse when k is  20857 431.66904863575337
rmse when k is  20858 431.66904863575337
rmse when k is  20859 431.66904863575337
rmse when k is  20860 431.66904863575337
rmse when k is  20861 431.66904863575337
rmse when k is  20862 431.66904863575337
rmse when k is  20863 431.66904863575337
rmse when k is  20864 431.66904863575337
rmse when k is  20865 431.66904863575337
rmse when k is  20866 431.66904863575337
rmse when k is  20867 431.66904863575337
rmse when k is  20868 431.66904863575337
rmse when k is  20869 431.66904863575337
rmse when k is  20870 431.66904863575337
rmse when k is  20871 431.66904863575337
rmse when k is  20872 431.66904863575337
rmse when k is  20873 431.66904863575337
rmse when k is  20874 431.66904863575337
rmse when k is  20875 431.66904863575337
rmse when k is  20876 431.66904863575337
rmse when k is  20877 431.66904863575337
rmse when k is  20878 431.66904863575337
rmse when k is  20879 431.66904863575337
rmse when k is  20880 431.66904863575337
rmse when k is  20881 431.66904863575337
rmse when k is  20882 431.66904863575337
rmse when k is  20883 431.66904863575337
rmse when k is  20884 431.66904863575337
rmse when k is  20885 431.66904863575337
rmse when k is  20886 431.66904863575337
rmse when k is  20887 431.66904863575337
rmse when k is  20888 431.66904863575337
rmse when k is  20889 431.66904863575337
rmse when k is  20890 431.66904863575337
rmse when k is  20891 431.66904863575337
rmse when k is  20892 431.66904863575337
rmse when k is  20893 431.66904863575337
rmse when k is  20894 431.66904863575337
rmse when k is  20895 431.66904863575337
rmse when k is  20896 431.66904863575337
rmse when k is  20897 431.66904863575337
rmse when k is  20898 431.66904863575337
rmse when k is  20899 431.66904863575337
rmse when k is  20900 431.66904863575337
rmse when k is  20901 431.66904863575337
rmse when k is  20902 431.66904863575337
rmse when k is  20903 431.66904863575337
rmse when k is  20904 431.66904863575337
rmse when k is  20905 431.66904863575337
rmse when k is  20906 431.66904863575337
rmse when k is  20907 431.66904863575337
rmse when k is  20908 431.66904863575337
rmse when k is  20909 431.66904863575337
rmse when k is  20910 431.66904863575337
rmse when k is  20911 431.66904863575337
rmse when k is  20912 431.66904863575337
rmse when k is  20913 431.66904863575337
rmse when k is  20914 431.66904863575337
rmse when k is  20915 431.66904863575337
rmse when k is  20916 431.66904863575337
rmse when k is  20917 431.66904863575337
rmse when k is  20918 431.66904863575337
rmse when k is  20919 431.66904863575337
rmse when k is  20920 431.66904863575337
rmse when k is  20921 431.66904863575337
rmse when k is  20922 431.66904863575337
rmse when k is  20923 431.66904863575337
rmse when k is  20924 431.66904863575337
rmse when k is  20925 431.66904863575337
rmse when k is  20926 431.66904863575337
rmse when k is  20927 431.66904863575337
rmse when k is  20928 431.66904863575337
rmse when k is  20929 431.66904863575337
rmse when k is  20930 431.66904863575337
rmse when k is  20931 431.66904863575337
rmse when k is  20932 431.66904863575337
rmse when k is  20933 431.66904863575337
rmse when k is  20934 431.66904863575337
rmse when k is  20935 431.66904863575337
rmse when k is  20936 431.66904863575337
rmse when k is  20937 431.66904863575337
rmse when k is  20938 431.66904863575337
rmse when k is  20939 431.66904863575337
rmse when k is  20940 431.66904863575337
rmse when k is  20941 431.66904863575337
rmse when k is  20942 431.66904863575337
rmse when k is  20943 431.66904863575337
rmse when k is  20944 431.66904863575337
rmse when k is  20945 431.66904863575337
rmse when k is  20946 431.66904863575337
rmse when k is  20947 431.66904863575337
rmse when k is  20948 431.66904863575337
rmse when k is  20949 431.66904863575337
rmse when k is  20950 431.66904863575337
rmse when k is  20951 431.66904863575337
rmse when k is  20952 431.66904863575337
rmse when k is  20953 431.66904863575337
rmse when k is  20954 431.66904863575337
rmse when k is  20955 431.66904863575337
rmse when k is  20956 431.66904863575337
rmse when k is  20957 431.66904863575337
rmse when k is  20958 431.66904863575337
rmse when k is  20959 431.66904863575337
rmse when k is  20960 431.66904863575337
rmse when k is  20961 431.66904863575337
rmse when k is  20962 431.66904863575337
rmse when k is  20963 431.66904863575337
rmse when k is  20964 431.66904863575337
rmse when k is  20965 431.66904863575337
rmse when k is  20966 431.66904863575337
rmse when k is  20967 431.66904863575337
rmse when k is  20968 431.66904863575337
rmse when k is  20969 431.66904863575337
rmse when k is  20970 431.66904863575337
rmse when k is  20971 431.66904863575337
rmse when k is  20972 431.66904863575337
rmse when k is  20973 431.66904863575337
rmse when k is  20974 431.66904863575337
rmse when k is  20975 431.66904863575337
rmse when k is  20976 431.66904863575337
rmse when k is  20977 431.66904863575337
rmse when k is  20978 431.66904863575337
rmse when k is  20979 431.66904863575337
rmse when k is  20980 431.66904863575337
rmse when k is  20981 431.66904863575337
rmse when k is  20982 431.66904863575337
rmse when k is  20983 431.66904863575337
rmse when k is  20984 431.66904863575337
rmse when k is  20985 431.66904863575337
rmse when k is  20986 431.66904863575337
rmse when k is  20987 431.66904863575337
rmse when k is  20988 431.66904863575337
rmse when k is  20989 431.66904863575337
rmse when k is  20990 431.66904863575337
rmse when k is  20991 431.66904863575337
rmse when k is  20992 431.66904863575337
rmse when k is  20993 431.66904863575337
rmse when k is  20994 431.66904863575337
rmse when k is  20995 431.66904863575337
rmse when k is  20996 431.66904863575337
rmse when k is  20997 431.66904863575337
rmse when k is  20998 431.66904863575337
rmse when k is  20999 431.66904863575337
rmse when k is  21000 431.66904863575337
rmse when k is  21001 431.66904863575337
rmse when k is  21002 431.66904863575337
rmse when k is  21003 431.66904863575337
rmse when k is  21004 431.66904863575337
rmse when k is  21005 431.66904863575337
rmse when k is  21006 431.66904863575337
rmse when k is  21007 431.66904863575337
rmse when k is  21008 431.66904863575337
rmse when k is  21009 431.66904863575337
rmse when k is  21010 431.66904863575337
rmse when k is  21011 431.66904863575337
rmse when k is  21012 431.66904863575337
rmse when k is  21013 431.66904863575337
rmse when k is  21014 431.66904863575337
rmse when k is  21015 431.66904863575337
rmse when k is  21016 431.66904863575337
rmse when k is  21017 431.66904863575337
rmse when k is  21018 431.66904863575337
rmse when k is  21019 431.66904863575337
rmse when k is  21020 431.66904863575337
rmse when k is  21021 431.66904863575337
rmse when k is  21022 431.66904863575337
rmse when k is  21023 431.66904863575337
rmse when k is  21024 431.66904863575337
rmse when k is  21025 431.66904863575337
rmse when k is  21026 431.66904863575337
rmse when k is  21027 431.66904863575337
rmse when k is  21028 431.66904863575337
rmse when k is  21029 431.66904863575337
rmse when k is  21030 431.66904863575337
rmse when k is  21031 431.66904863575337
rmse when k is  21032 431.66904863575337
rmse when k is  21033 431.66904863575337
rmse when k is  21034 431.66904863575337
rmse when k is  21035 431.66904863575337
rmse when k is  21036 431.66904863575337
rmse when k is  21037 431.66904863575337
rmse when k is  21038 431.66904863575337
rmse when k is  21039 431.66904863575337
rmse when k is  21040 431.66904863575337
rmse when k is  21041 431.66904863575337
rmse when k is  21042 431.66904863575337
rmse when k is  21043 431.66904863575337
rmse when k is  21044 431.66904863575337
rmse when k is  21045 431.66904863575337
rmse when k is  21046 431.66904863575337
rmse when k is  21047 431.66904863575337
rmse when k is  21048 431.66904863575337
rmse when k is  21049 431.66904863575337
rmse when k is  21050 431.66904863575337
rmse when k is  21051 431.66904863575337
rmse when k is  21052 431.66904863575337
rmse when k is  21053 431.66904863575337
rmse when k is  21054 431.66904863575337
rmse when k is  21055 431.66904863575337
rmse when k is  21056 431.66904863575337
rmse when k is  21057 431.66904863575337
rmse when k is  21058 431.66904863575337
rmse when k is  21059 431.66904863575337
rmse when k is  21060 431.66904863575337
rmse when k is  21061 431.66904863575337
rmse when k is  21062 431.66904863575337
rmse when k is  21063 431.66904863575337
rmse when k is  21064 431.66904863575337
rmse when k is  21065 431.66904863575337
rmse when k is  21066 431.66904863575337
rmse when k is  21067 431.66904863575337
rmse when k is  21068 431.66904863575337
rmse when k is  21069 431.66904863575337
rmse when k is  21070 431.66904863575337
rmse when k is  21071 431.66904863575337
rmse when k is  21072 431.66904863575337
rmse when k is  21073 431.66904863575337
rmse when k is  21074 431.66904863575337
rmse when k is  21075 431.66904863575337
rmse when k is  21076 431.66904863575337
rmse when k is  21077 431.66904863575337
rmse when k is  21078 431.66904863575337
rmse when k is  21079 431.66904863575337
rmse when k is  21080 431.66904863575337
rmse when k is  21081 431.66904863575337
rmse when k is  21082 431.66904863575337
rmse when k is  21083 431.66904863575337
rmse when k is  21084 431.66904863575337
rmse when k is  21085 431.66904863575337
rmse when k is  21086 431.66904863575337
rmse when k is  21087 431.66904863575337
rmse when k is  21088 431.66904863575337
rmse when k is  21089 431.66904863575337
rmse when k is  21090 431.66904863575337
rmse when k is  21091 431.66904863575337
rmse when k is  21092 431.66904863575337
rmse when k is  21093 431.66904863575337
rmse when k is  21094 431.66904863575337
rmse when k is  21095 431.66904863575337
rmse when k is  21096 431.66904863575337
rmse when k is  21097 431.66904863575337
rmse when k is  21098 431.66904863575337
rmse when k is  21099 431.66904863575337
rmse when k is  21100 431.66904863575337
rmse when k is  21101 431.66904863575337
rmse when k is  21102 431.66904863575337
rmse when k is  21103 431.66904863575337
rmse when k is  21104 431.66904863575337
rmse when k is  21105 431.66904863575337
rmse when k is  21106 431.66904863575337
rmse when k is  21107 431.66904863575337
rmse when k is  21108 431.66904863575337
rmse when k is  21109 431.66904863575337
rmse when k is  21110 431.66904863575337
rmse when k is  21111 431.66904863575337
rmse when k is  21112 431.66904863575337
rmse when k is  21113 431.66904863575337
rmse when k is  21114 431.66904863575337
rmse when k is  21115 431.66904863575337
rmse when k is  21116 431.66904863575337
rmse when k is  21117 431.66904863575337
rmse when k is  21118 431.66904863575337
rmse when k is  21119 431.66904863575337
rmse when k is  21120 431.66904863575337
rmse when k is  21121 431.66904863575337
rmse when k is  21122 431.66904863575337
rmse when k is  21123 431.66904863575337
rmse when k is  21124 431.66904863575337
rmse when k is  21125 431.66904863575337
rmse when k is  21126 431.66904863575337
rmse when k is  21127 431.66904863575337
rmse when k is  21128 431.66904863575337
rmse when k is  21129 431.66904863575337
rmse when k is  21130 431.66904863575337
rmse when k is  21131 431.66904863575337
rmse when k is  21132 431.66904863575337
rmse when k is  21133 431.66904863575337
rmse when k is  21134 431.66904863575337
rmse when k is  21135 431.66904863575337
rmse when k is  21136 431.66904863575337
rmse when k is  21137 431.66904863575337
rmse when k is  21138 431.66904863575337
rmse when k is  21139 431.66904863575337
rmse when k is  21140 431.66904863575337
rmse when k is  21141 431.66904863575337
rmse when k is  21142 431.66904863575337
rmse when k is  21143 431.66904863575337
rmse when k is  21144 431.66904863575337
rmse when k is  21145 431.66904863575337
rmse when k is  21146 431.66904863575337
rmse when k is  21147 431.66904863575337
rmse when k is  21148 431.66904863575337
rmse when k is  21149 431.66904863575337
rmse when k is  21150 431.66904863575337
rmse when k is  21151 431.66904863575337
rmse when k is  21152 431.66904863575337
rmse when k is  21153 431.66904863575337
rmse when k is  21154 431.66904863575337
rmse when k is  21155 431.66904863575337
rmse when k is  21156 431.66904863575337
rmse when k is  21157 431.66904863575337
rmse when k is  21158 431.66904863575337
rmse when k is  21159 431.66904863575337
rmse when k is  21160 431.66904863575337
rmse when k is  21161 431.66904863575337
rmse when k is  21162 431.66904863575337
rmse when k is  21163 431.66904863575337
rmse when k is  21164 431.66904863575337
rmse when k is  21165 431.66904863575337
rmse when k is  21166 431.66904863575337
rmse when k is  21167 431.66904863575337
rmse when k is  21168 431.66904863575337
rmse when k is  21169 431.66904863575337
rmse when k is  21170 431.66904863575337
rmse when k is  21171 431.66904863575337
rmse when k is  21172 431.66904863575337
rmse when k is  21173 431.66904863575337
rmse when k is  21174 431.66904863575337
rmse when k is  21175 431.66904863575337
rmse when k is  21176 431.66904863575337
rmse when k is  21177 431.66904863575337
rmse when k is  21178 431.66904863575337
rmse when k is  21179 431.66904863575337
rmse when k is  21180 431.66904863575337
rmse when k is  21181 431.66904863575337
rmse when k is  21182 431.66904863575337
rmse when k is  21183 431.66904863575337
rmse when k is  21184 431.66904863575337
rmse when k is  21185 431.66904863575337
rmse when k is  21186 431.66904863575337
rmse when k is  21187 431.66904863575337
rmse when k is  21188 431.66904863575337
rmse when k is  21189 431.66904863575337
rmse when k is  21190 431.66904863575337
rmse when k is  21191 431.66904863575337
rmse when k is  21192 431.66904863575337
rmse when k is  21193 431.66904863575337
rmse when k is  21194 431.66904863575337
rmse when k is  21195 431.66904863575337
rmse when k is  21196 431.66904863575337
rmse when k is  21197 431.66904863575337
rmse when k is  21198 431.66904863575337
rmse when k is  21199 431.66904863575337
rmse when k is  21200 431.66904863575337
rmse when k is  21201 431.66904863575337
rmse when k is  21202 431.66904863575337
rmse when k is  21203 431.66904863575337
rmse when k is  21204 431.66904863575337
rmse when k is  21205 431.66904863575337
rmse when k is  21206 431.66904863575337
rmse when k is  21207 431.66904863575337
rmse when k is  21208 431.66904863575337
rmse when k is  21209 431.66904863575337
rmse when k is  21210 431.66904863575337
rmse when k is  21211 431.66904863575337
rmse when k is  21212 431.66904863575337
rmse when k is  21213 431.66904863575337
rmse when k is  21214 431.66904863575337
rmse when k is  21215 431.66904863575337
rmse when k is  21216 431.66904863575337
rmse when k is  21217 431.66904863575337
rmse when k is  21218 431.66904863575337
rmse when k is  21219 431.66904863575337
rmse when k is  21220 431.66904863575337
rmse when k is  21221 431.66904863575337
rmse when k is  21222 431.66904863575337
rmse when k is  21223 431.66904863575337
rmse when k is  21224 431.66904863575337
rmse when k is  21225 431.66904863575337
rmse when k is  21226 431.66904863575337
rmse when k is  21227 431.66904863575337
rmse when k is  21228 431.66904863575337
rmse when k is  21229 431.66904863575337
rmse when k is  21230 431.66904863575337
rmse when k is  21231 431.66904863575337
rmse when k is  21232 431.66904863575337
rmse when k is  21233 431.66904863575337
rmse when k is  21234 431.66904863575337
rmse when k is  21235 431.66904863575337
rmse when k is  21236 431.66904863575337
rmse when k is  21237 431.66904863575337
rmse when k is  21238 431.66904863575337
rmse when k is  21239 431.66904863575337
rmse when k is  21240 431.66904863575337
rmse when k is  21241 431.66904863575337
rmse when k is  21242 431.66904863575337
rmse when k is  21243 431.66904863575337
rmse when k is  21244 431.66904863575337
rmse when k is  21245 431.66904863575337
rmse when k is  21246 431.66904863575337
rmse when k is  21247 431.66904863575337
rmse when k is  21248 431.66904863575337
rmse when k is  21249 431.66904863575337
rmse when k is  21250 431.66904863575337
rmse when k is  21251 431.66904863575337
rmse when k is  21252 431.66904863575337
rmse when k is  21253 431.66904863575337
rmse when k is  21254 431.66904863575337
rmse when k is  21255 431.66904863575337
rmse when k is  21256 431.66904863575337
rmse when k is  21257 431.66904863575337
rmse when k is  21258 431.66904863575337
rmse when k is  21259 431.66904863575337
rmse when k is  21260 431.66904863575337
rmse when k is  21261 431.66904863575337
rmse when k is  21262 431.66904863575337
rmse when k is  21263 431.66904863575337
rmse when k is  21264 431.66904863575337
rmse when k is  21265 431.66904863575337
rmse when k is  21266 431.66904863575337
rmse when k is  21267 431.66904863575337
rmse when k is  21268 431.66904863575337
rmse when k is  21269 431.66904863575337
rmse when k is  21270 431.66904863575337
rmse when k is  21271 431.66904863575337
rmse when k is  21272 431.66904863575337
rmse when k is  21273 431.66904863575337
rmse when k is  21274 431.66904863575337
rmse when k is  21275 431.66904863575337
rmse when k is  21276 431.66904863575337
rmse when k is  21277 431.66904863575337
rmse when k is  21278 431.66904863575337
rmse when k is  21279 431.66904863575337
rmse when k is  21280 431.66904863575337
rmse when k is  21281 431.66904863575337
rmse when k is  21282 431.66904863575337
rmse when k is  21283 431.66904863575337
rmse when k is  21284 431.66904863575337
rmse when k is  21285 431.66904863575337
rmse when k is  21286 431.66904863575337
rmse when k is  21287 431.66904863575337
rmse when k is  21288 431.66904863575337
rmse when k is  21289 431.66904863575337
rmse when k is  21290 431.66904863575337
rmse when k is  21291 431.66904863575337
rmse when k is  21292 431.66904863575337
rmse when k is  21293 431.66904863575337
rmse when k is  21294 431.66904863575337
rmse when k is  21295 431.66904863575337
rmse when k is  21296 431.66904863575337
rmse when k is  21297 431.66904863575337
rmse when k is  21298 431.66904863575337
rmse when k is  21299 431.66904863575337
rmse when k is  21300 431.66904863575337
rmse when k is  21301 431.66904863575337
rmse when k is  21302 431.66904863575337
rmse when k is  21303 431.66904863575337
rmse when k is  21304 431.66904863575337
rmse when k is  21305 431.66904863575337
rmse when k is  21306 431.66904863575337
rmse when k is  21307 431.66904863575337
rmse when k is  21308 431.66904863575337
rmse when k is  21309 431.66904863575337
rmse when k is  21310 431.66904863575337
rmse when k is  21311 431.66904863575337
rmse when k is  21312 431.66904863575337
rmse when k is  21313 431.66904863575337
rmse when k is  21314 431.66904863575337
rmse when k is  21315 431.66904863575337
rmse when k is  21316 431.66904863575337
rmse when k is  21317 431.66904863575337
rmse when k is  21318 431.66904863575337
rmse when k is  21319 431.66904863575337
rmse when k is  21320 431.66904863575337
rmse when k is  21321 431.66904863575337
rmse when k is  21322 431.66904863575337
rmse when k is  21323 431.66904863575337
rmse when k is  21324 431.66904863575337
rmse when k is  21325 431.66904863575337
rmse when k is  21326 431.66904863575337
rmse when k is  21327 431.66904863575337
rmse when k is  21328 431.66904863575337
rmse when k is  21329 431.66904863575337
rmse when k is  21330 431.66904863575337
rmse when k is  21331 431.66904863575337
rmse when k is  21332 431.66904863575337
rmse when k is  21333 431.66904863575337
rmse when k is  21334 431.66904863575337
rmse when k is  21335 431.66904863575337
rmse when k is  21336 431.66904863575337
rmse when k is  21337 431.66904863575337
rmse when k is  21338 431.66904863575337
rmse when k is  21339 431.66904863575337
rmse when k is  21340 431.66904863575337
rmse when k is  21341 431.66904863575337
rmse when k is  21342 431.66904863575337
rmse when k is  21343 431.66904863575337
rmse when k is  21344 431.66904863575337
rmse when k is  21345 431.66904863575337
rmse when k is  21346 431.66904863575337
rmse when k is  21347 431.66904863575337
rmse when k is  21348 431.66904863575337
rmse when k is  21349 431.66904863575337
rmse when k is  21350 431.66904863575337
rmse when k is  21351 431.66904863575337
rmse when k is  21352 431.66904863575337
rmse when k is  21353 431.66904863575337
rmse when k is  21354 431.66904863575337
rmse when k is  21355 431.66904863575337
rmse when k is  21356 431.66904863575337
rmse when k is  21357 431.66904863575337
rmse when k is  21358 431.66904863575337
rmse when k is  21359 431.66904863575337
rmse when k is  21360 431.66904863575337
rmse when k is  21361 431.66904863575337
rmse when k is  21362 431.66904863575337
rmse when k is  21363 431.66904863575337
rmse when k is  21364 431.66904863575337
rmse when k is  21365 431.66904863575337
rmse when k is  21366 431.66904863575337
rmse when k is  21367 431.66904863575337
rmse when k is  21368 431.66904863575337
rmse when k is  21369 431.66904863575337
rmse when k is  21370 431.66904863575337
rmse when k is  21371 431.66904863575337
rmse when k is  21372 431.66904863575337
rmse when k is  21373 431.66904863575337
rmse when k is  21374 431.66904863575337
rmse when k is  21375 431.66904863575337
rmse when k is  21376 431.66904863575337
rmse when k is  21377 431.66904863575337
rmse when k is  21378 431.66904863575337
rmse when k is  21379 431.66904863575337
rmse when k is  21380 431.66904863575337
rmse when k is  21381 431.66904863575337
rmse when k is  21382 431.66904863575337
rmse when k is  21383 431.66904863575337
rmse when k is  21384 431.66904863575337
rmse when k is  21385 431.66904863575337
rmse when k is  21386 431.66904863575337
rmse when k is  21387 431.66904863575337
rmse when k is  21388 431.66904863575337
rmse when k is  21389 431.66904863575337
rmse when k is  21390 431.66904863575337
rmse when k is  21391 431.66904863575337
rmse when k is  21392 431.66904863575337
rmse when k is  21393 431.66904863575337
rmse when k is  21394 431.66904863575337
rmse when k is  21395 431.66904863575337
rmse when k is  21396 431.66904863575337
rmse when k is  21397 431.66904863575337
rmse when k is  21398 431.66904863575337
rmse when k is  21399 431.66904863575337
rmse when k is  21400 431.66904863575337
rmse when k is  21401 431.66904863575337
rmse when k is  21402 431.66904863575337
rmse when k is  21403 431.66904863575337
rmse when k is  21404 431.66904863575337
rmse when k is  21405 431.66904863575337
rmse when k is  21406 431.66904863575337
rmse when k is  21407 431.66904863575337
rmse when k is  21408 431.66904863575337
rmse when k is  21409 431.66904863575337
rmse when k is  21410 431.66904863575337
rmse when k is  21411 431.66904863575337
rmse when k is  21412 431.66904863575337
rmse when k is  21413 431.66904863575337
rmse when k is  21414 431.66904863575337
rmse when k is  21415 431.66904863575337
rmse when k is  21416 431.66904863575337
rmse when k is  21417 431.66904863575337
rmse when k is  21418 431.66904863575337
rmse when k is  21419 431.66904863575337
rmse when k is  21420 431.66904863575337
rmse when k is  21421 431.66904863575337
rmse when k is  21422 431.66904863575337
rmse when k is  21423 431.66904863575337
rmse when k is  21424 431.66904863575337
rmse when k is  21425 431.66904863575337
rmse when k is  21426 431.66904863575337
rmse when k is  21427 431.66904863575337
rmse when k is  21428 431.66904863575337
rmse when k is  21429 431.66904863575337
rmse when k is  21430 431.66904863575337
rmse when k is  21431 431.66904863575337
rmse when k is  21432 431.66904863575337
rmse when k is  21433 431.66904863575337
rmse when k is  21434 431.66904863575337
rmse when k is  21435 431.66904863575337
rmse when k is  21436 431.66904863575337
rmse when k is  21437 431.66904863575337
rmse when k is  21438 431.66904863575337
rmse when k is  21439 431.66904863575337
rmse when k is  21440 431.66904863575337
rmse when k is  21441 431.66904863575337
rmse when k is  21442 431.66904863575337
rmse when k is  21443 431.66904863575337
rmse when k is  21444 431.66904863575337
rmse when k is  21445 431.66904863575337
rmse when k is  21446 431.66904863575337
rmse when k is  21447 431.66904863575337
rmse when k is  21448 431.66904863575337
rmse when k is  21449 431.66904863575337
rmse when k is  21450 431.66904863575337
rmse when k is  21451 431.66904863575337
rmse when k is  21452 431.66904863575337
rmse when k is  21453 431.66904863575337
rmse when k is  21454 431.66904863575337
rmse when k is  21455 431.66904863575337
rmse when k is  21456 431.66904863575337
rmse when k is  21457 431.66904863575337
rmse when k is  21458 431.66904863575337
rmse when k is  21459 431.66904863575337
rmse when k is  21460 431.66904863575337
rmse when k is  21461 431.66904863575337
rmse when k is  21462 431.66904863575337
rmse when k is  21463 431.66904863575337
rmse when k is  21464 431.66904863575337
rmse when k is  21465 431.66904863575337
rmse when k is  21466 431.66904863575337
rmse when k is  21467 431.66904863575337
rmse when k is  21468 431.66904863575337
rmse when k is  21469 431.66904863575337
rmse when k is  21470 431.66904863575337
rmse when k is  21471 431.66904863575337
rmse when k is  21472 431.66904863575337
rmse when k is  21473 431.66904863575337
rmse when k is  21474 431.66904863575337
rmse when k is  21475 431.66904863575337
rmse when k is  21476 431.66904863575337
rmse when k is  21477 431.66904863575337
rmse when k is  21478 431.66904863575337
rmse when k is  21479 431.66904863575337
rmse when k is  21480 431.66904863575337
rmse when k is  21481 431.66904863575337
rmse when k is  21482 431.66904863575337
rmse when k is  21483 431.66904863575337
rmse when k is  21484 431.66904863575337
rmse when k is  21485 431.66904863575337
rmse when k is  21486 431.66904863575337
rmse when k is  21487 431.66904863575337
rmse when k is  21488 431.66904863575337
rmse when k is  21489 431.66904863575337
rmse when k is  21490 431.66904863575337
rmse when k is  21491 431.66904863575337
rmse when k is  21492 431.66904863575337
rmse when k is  21493 431.66904863575337
rmse when k is  21494 431.66904863575337
rmse when k is  21495 431.66904863575337
rmse when k is  21496 431.66904863575337
rmse when k is  21497 431.66904863575337
rmse when k is  21498 431.66904863575337
rmse when k is  21499 431.66904863575337
rmse when k is  21500 431.66904863575337
rmse when k is  21501 431.66904863575337
rmse when k is  21502 431.66904863575337
rmse when k is  21503 431.66904863575337
rmse when k is  21504 431.66904863575337
rmse when k is  21505 431.66904863575337
rmse when k is  21506 431.66904863575337
rmse when k is  21507 431.66904863575337
rmse when k is  21508 431.66904863575337
rmse when k is  21509 431.66904863575337
rmse when k is  21510 431.66904863575337
rmse when k is  21511 431.66904863575337
rmse when k is  21512 431.66904863575337
rmse when k is  21513 431.66904863575337
rmse when k is  21514 431.66904863575337
rmse when k is  21515 431.66904863575337
rmse when k is  21516 431.66904863575337
rmse when k is  21517 431.66904863575337
rmse when k is  21518 431.66904863575337
rmse when k is  21519 431.66904863575337
rmse when k is  21520 431.66904863575337
rmse when k is  21521 431.66904863575337
rmse when k is  21522 431.66904863575337
rmse when k is  21523 431.66904863575337
rmse when k is  21524 431.66904863575337
rmse when k is  21525 431.66904863575337
rmse when k is  21526 431.66904863575337
rmse when k is  21527 431.66904863575337
rmse when k is  21528 431.66904863575337
rmse when k is  21529 431.66904863575337
rmse when k is  21530 431.66904863575337
rmse when k is  21531 431.66904863575337
rmse when k is  21532 431.66904863575337
rmse when k is  21533 431.66904863575337
rmse when k is  21534 431.66904863575337
rmse when k is  21535 431.66904863575337
rmse when k is  21536 431.66904863575337
rmse when k is  21537 431.66904863575337
rmse when k is  21538 431.66904863575337
rmse when k is  21539 431.66904863575337
rmse when k is  21540 431.66904863575337
rmse when k is  21541 431.66904863575337
rmse when k is  21542 431.66904863575337
rmse when k is  21543 431.66904863575337
rmse when k is  21544 431.66904863575337
rmse when k is  21545 431.66904863575337
rmse when k is  21546 431.66904863575337
rmse when k is  21547 431.66904863575337
rmse when k is  21548 431.66904863575337
rmse when k is  21549 431.66904863575337
rmse when k is  21550 431.66904863575337
rmse when k is  21551 431.66904863575337
rmse when k is  21552 431.66904863575337
rmse when k is  21553 431.66904863575337
rmse when k is  21554 431.66904863575337
rmse when k is  21555 431.66904863575337
rmse when k is  21556 431.66904863575337
rmse when k is  21557 431.66904863575337
rmse when k is  21558 431.66904863575337
rmse when k is  21559 431.66904863575337
rmse when k is  21560 431.66904863575337
rmse when k is  21561 431.66904863575337
rmse when k is  21562 431.66904863575337
rmse when k is  21563 431.66904863575337
rmse when k is  21564 431.66904863575337
rmse when k is  21565 431.66904863575337
rmse when k is  21566 431.66904863575337
rmse when k is  21567 431.66904863575337
rmse when k is  21568 431.66904863575337
rmse when k is  21569 431.66904863575337
rmse when k is  21570 431.66904863575337
rmse when k is  21571 431.66904863575337
rmse when k is  21572 431.66904863575337
rmse when k is  21573 431.66904863575337
rmse when k is  21574 431.66904863575337
rmse when k is  21575 431.66904863575337
rmse when k is  21576 431.66904863575337
rmse when k is  21577 431.66904863575337
rmse when k is  21578 431.66904863575337
rmse when k is  21579 431.66904863575337
rmse when k is  21580 431.66904863575337
rmse when k is  21581 431.66904863575337
rmse when k is  21582 431.66904863575337
rmse when k is  21583 431.66904863575337
rmse when k is  21584 431.66904863575337
rmse when k is  21585 431.66904863575337
rmse when k is  21586 431.66904863575337
rmse when k is  21587 431.66904863575337
rmse when k is  21588 431.66904863575337
rmse when k is  21589 431.66904863575337
rmse when k is  21590 431.66904863575337
rmse when k is  21591 431.66904863575337
rmse when k is  21592 431.66904863575337
rmse when k is  21593 431.66904863575337
rmse when k is  21594 431.66904863575337

drp1=['sqft_lot','zipcode']
data.drop(drp1,inplace=True, axis=1)

data.head()

p1=data.corr()
print(p1)

                  price  bedrooms  bathrooms  sqft_living    floors  \
price          1.000000  0.308787   0.525906     0.701917  0.256804   
bedrooms       0.308787  1.000000   0.514508     0.578212  0.177944   
bathrooms      0.525906  0.514508   1.000000     0.755758  0.502582   
sqft_living    0.701917  0.578212   0.755758     1.000000  0.353953   
floors         0.256804  0.177944   0.502582     0.353953  1.000000   
waterfront     0.266398 -0.006834   0.063744     0.103854  0.023755   
view           0.397370  0.080008   0.188386     0.284709  0.028814   
condition      0.036056  0.026496  -0.126479    -0.059445 -0.264075   
grade          0.667951  0.356563   0.665838     0.762779  0.458794   
sqft_above     0.605368  0.479386   0.686668     0.876448  0.523989   
sqft_basement  0.323799  0.302808   0.283440     0.435130 -0.245715   
yr_built       0.053953  0.155670   0.507173     0.318152  0.489193   
yr_renovated   0.126424  0.018389   0.050544     0.055308  0.006427   
lat            0.306692 -0.009951   0.024280     0.052155  0.049239   
long           0.022036  0.132054   0.224903     0.241214  0.125943   
sqft_living15  0.585241  0.393406   0.569884     0.756402  0.280102   
sqft_lot15     0.082845  0.030690   0.088303     0.184342 -0.010722   

               waterfront      view  condition     grade  sqft_above  \
price            0.266398  0.397370   0.036056  0.667951    0.605368   
bedrooms        -0.006834  0.080008   0.026496  0.356563    0.479386   
bathrooms        0.063744  0.188386  -0.126479  0.665838    0.686668   
sqft_living      0.103854  0.284709  -0.059445  0.762779    0.876448   
floors           0.023755  0.028814  -0.264075  0.458794    0.523989   
waterfront       1.000000  0.401971   0.016611  0.082888    0.072109   
view             0.401971  1.000000   0.045999  0.251728    0.167609   
condition        0.016611  0.045999   1.000000 -0.146896   -0.158904   
grade            0.082888  0.251728  -0.146896  1.000000    0.756073   
sqft_above       0.072109  0.167609  -0.158904  0.756073    1.000000   
sqft_basement    0.080559  0.277078   0.173849  0.168220   -0.052156   
yr_built        -0.026153 -0.053636  -0.361592  0.447865    0.424037   
yr_renovated     0.092873  0.103951  -0.060788  0.014261    0.023251   
lat             -0.014306  0.005871  -0.015102  0.113575   -0.001199   
long            -0.041904 -0.078107  -0.105877  0.200341    0.344842   
sqft_living15    0.086507  0.280681  -0.093072  0.713867    0.731767   
sqft_lot15       0.030781  0.072904  -0.003126  0.120981    0.195077   

               sqft_basement  yr_built  yr_renovated       lat      long  \
price               0.323799  0.053953      0.126424  0.306692  0.022036   
bedrooms            0.302808  0.155670      0.018389 -0.009951  0.132054   
bathrooms           0.283440  0.507173      0.050544  0.024280  0.224903   
sqft_living         0.435130  0.318152      0.055308  0.052155  0.241214   
floors             -0.245715  0.489193      0.006427  0.049239  0.125943   
waterfront          0.080559 -0.026153      0.092873 -0.014306 -0.041904   
view                0.277078 -0.053636      0.103951  0.005871 -0.078107   
condition           0.173849 -0.361592     -0.060788 -0.015102 -0.105877   
grade               0.168220  0.447865      0.014261  0.113575  0.200341   
sqft_above         -0.052156  0.424037      0.023251 -0.001199  0.344842   
sqft_basement       1.000000 -0.133064      0.071233  0.110414 -0.144546   
yr_built           -0.133064  1.000000     -0.224907 -0.148370  0.409993   
yr_renovated        0.071233 -0.224907      1.000000  0.029350 -0.068321   
lat                 0.110414 -0.148370      0.029350  1.000000 -0.135371   
long               -0.144546  0.409993     -0.068321 -0.135371  1.000000   
sqft_living15       0.200443  0.326377     -0.002695  0.048679  0.335626   
sqft_lot15          0.017550  0.070777      0.007944 -0.086139  0.255586   

               sqft_living15  sqft_lot15  
price               0.585241    0.082845  
bedrooms            0.393406    0.030690  
bathrooms           0.569884    0.088303  
sqft_living         0.756402    0.184342  
floors              0.280102   -0.010722  
waterfront          0.086507    0.030781  
view                0.280681    0.072904  
condition          -0.093072   -0.003126  
grade               0.713867    0.120981  
sqft_above          0.731767    0.195077  
sqft_basement       0.200443    0.017550  
yr_built            0.326377    0.070777  
yr_renovated       -0.002695    0.007944  
lat                 0.048679   -0.086139  
long                0.335626    0.255586  
sqft_living15       1.000000    0.183515  
sqft_lot15          0.183515    1.000000

x=data[[ 'bedrooms', 'bathrooms', 'sqft_living'
       , 'floors', 'waterfront', 'view', 'condition', 'grade',
       'sqft_above', 'sqft_basement', 'yr_built', 'yr_renovated',
       'lat', 'long', 'sqft_living15', 'sqft_lot15']]
y=data['price']

from sklearn.model_selection import train_test_split 
from sklearn.linear_model import LinearRegression

x_train, x_test, y_train, y_test = train_test_split(x, y, test_size = 0.25)

lm1 = LinearRegression() 
lm1.fit(x_train, y_train)

LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None, normalize=False)

print(lm.intercept_)

5711931.904200463

predictions=lm1.predict(x_test)

from sklearn.metrics import mean_squared_error
import math
for i in range(1,len(data)-2):
    predictions=lm1.predict(x_test) #make prediction on test set
    mse = np.sqrt(mean_squared_error(y_test,predictions)) #calculate rmse
    rmse=math.sqrt(mse) #store rmse values
    print("rmse when k is ",i,rmse)

rmse when k is  1 435.9598040462376
rmse when k is  2 435.9598040462376
rmse when k is  3 435.9598040462376
rmse when k is  4 435.9598040462376
rmse when k is  5 435.9598040462376
rmse when k is  6 435.9598040462376
rmse when k is  7 435.9598040462376
rmse when k is  8 435.9598040462376
rmse when k is  9 435.9598040462376
rmse when k is  10 435.9598040462376
rmse when k is  11 435.9598040462376
rmse when k is  12 435.9598040462376
rmse when k is  13 435.9598040462376
rmse when k is  14 435.9598040462376
rmse when k is  15 435.9598040462376
rmse when k is  16 435.9598040462376
rmse when k is  17 435.9598040462376
rmse when k is  18 435.9598040462376
rmse when k is  19 435.9598040462376
rmse when k is  20 435.9598040462376
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rmse when k is  502 435.9598040462376
rmse when k is  503 435.9598040462376
rmse when k is  504 435.9598040462376
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rmse when k is  506 435.9598040462376
rmse when k is  507 435.9598040462376
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rmse when k is  509 435.9598040462376
rmse when k is  510 435.9598040462376
rmse when k is  511 435.9598040462376
rmse when k is  512 435.9598040462376
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rmse when k is  514 435.9598040462376
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rmse when k is  516 435.9598040462376
rmse when k is  517 435.9598040462376
rmse when k is  518 435.9598040462376
rmse when k is  519 435.9598040462376
rmse when k is  520 435.9598040462376
rmse when k is  521 435.9598040462376
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rmse when k is  523 435.9598040462376
rmse when k is  524 435.9598040462376
rmse when k is  525 435.9598040462376
rmse when k is  526 435.9598040462376
rmse when k is  527 435.9598040462376
rmse when k is  528 435.9598040462376
rmse when k is  529 435.9598040462376
rmse when k is  530 435.9598040462376
rmse when k is  531 435.9598040462376
rmse when k is  532 435.9598040462376
rmse when k is  533 435.9598040462376
rmse when k is  534 435.9598040462376
rmse when k is  535 435.9598040462376
rmse when k is  536 435.9598040462376
rmse when k is  537 435.9598040462376
rmse when k is  538 435.9598040462376
rmse when k is  539 435.9598040462376
rmse when k is  540 435.9598040462376
rmse when k is  541 435.9598040462376
rmse when k is  542 435.9598040462376
rmse when k is  543 435.9598040462376
rmse when k is  544 435.9598040462376
rmse when k is  545 435.9598040462376
rmse when k is  546 435.9598040462376
rmse when k is  547 435.9598040462376
rmse when k is  548 435.9598040462376
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rmse when k is  550 435.9598040462376
rmse when k is  551 435.9598040462376
rmse when k is  552 435.9598040462376
rmse when k is  553 435.9598040462376
rmse when k is  554 435.9598040462376
rmse when k is  555 435.9598040462376
rmse when k is  556 435.9598040462376
rmse when k is  557 435.9598040462376
rmse when k is  558 435.9598040462376
rmse when k is  559 435.9598040462376
rmse when k is  560 435.9598040462376
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rmse when k is  562 435.9598040462376
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rmse when k is  564 435.9598040462376
rmse when k is  565 435.9598040462376
rmse when k is  566 435.9598040462376
rmse when k is  567 435.9598040462376
rmse when k is  568 435.9598040462376
rmse when k is  569 435.9598040462376
rmse when k is  570 435.9598040462376
rmse when k is  571 435.9598040462376
rmse when k is  572 435.9598040462376
rmse when k is  573 435.9598040462376
rmse when k is  574 435.9598040462376
rmse when k is  575 435.9598040462376
rmse when k is  576 435.9598040462376
rmse when k is  577 435.9598040462376
rmse when k is  578 435.9598040462376
rmse when k is  579 435.9598040462376
rmse when k is  580 435.9598040462376
rmse when k is  581 435.9598040462376
rmse when k is  582 435.9598040462376
rmse when k is  583 435.9598040462376
rmse when k is  584 435.9598040462376
rmse when k is  585 435.9598040462376
rmse when k is  586 435.9598040462376
rmse when k is  587 435.9598040462376
rmse when k is  588 435.9598040462376
rmse when k is  589 435.9598040462376
rmse when k is  590 435.9598040462376
rmse when k is  591 435.9598040462376
rmse when k is  592 435.9598040462376
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rmse when k is  596 435.9598040462376
rmse when k is  597 435.9598040462376
rmse when k is  598 435.9598040462376
rmse when k is  599 435.9598040462376
rmse when k is  600 435.9598040462376
rmse when k is  601 435.9598040462376
rmse when k is  602 435.9598040462376
rmse when k is  603 435.9598040462376
rmse when k is  604 435.9598040462376
rmse when k is  605 435.9598040462376
rmse when k is  606 435.9598040462376
rmse when k is  607 435.9598040462376
rmse when k is  608 435.9598040462376
rmse when k is  609 435.9598040462376
rmse when k is  610 435.9598040462376
rmse when k is  611 435.9598040462376
rmse when k is  612 435.9598040462376
rmse when k is  613 435.9598040462376
rmse when k is  614 435.9598040462376
rmse when k is  615 435.9598040462376
rmse when k is  616 435.9598040462376
rmse when k is  617 435.9598040462376
rmse when k is  618 435.9598040462376
rmse when k is  619 435.9598040462376
rmse when k is  620 435.9598040462376
rmse when k is  621 435.9598040462376
rmse when k is  622 435.9598040462376
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rmse when k is  625 435.9598040462376
rmse when k is  626 435.9598040462376
rmse when k is  627 435.9598040462376
rmse when k is  628 435.9598040462376
rmse when k is  629 435.9598040462376
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rmse when k is  632 435.9598040462376
rmse when k is  633 435.9598040462376
rmse when k is  634 435.9598040462376
rmse when k is  635 435.9598040462376
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rmse when k is  641 435.9598040462376
rmse when k is  642 435.9598040462376
rmse when k is  643 435.9598040462376
rmse when k is  644 435.9598040462376
rmse when k is  645 435.9598040462376
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rmse when k is  647 435.9598040462376
rmse when k is  648 435.9598040462376
rmse when k is  649 435.9598040462376
rmse when k is  650 435.9598040462376
rmse when k is  651 435.9598040462376
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rmse when k is  662 435.9598040462376
rmse when k is  663 435.9598040462376
rmse when k is  664 435.9598040462376
rmse when k is  665 435.9598040462376
rmse when k is  666 435.9598040462376
rmse when k is  667 435.9598040462376
rmse when k is  668 435.9598040462376
rmse when k is  669 435.9598040462376
rmse when k is  670 435.9598040462376
rmse when k is  671 435.9598040462376
rmse when k is  672 435.9598040462376
rmse when k is  673 435.9598040462376
rmse when k is  674 435.9598040462376
rmse when k is  675 435.9598040462376
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rmse when k is  677 435.9598040462376
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rmse when k is  680 435.9598040462376
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rmse when k is  726 435.9598040462376
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rmse when k is  735 435.9598040462376
rmse when k is  736 435.9598040462376
rmse when k is  737 435.9598040462376
rmse when k is  738 435.9598040462376
rmse when k is  739 435.9598040462376
rmse when k is  740 435.9598040462376
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rmse when k is  744 435.9598040462376
rmse when k is  745 435.9598040462376
rmse when k is  746 435.9598040462376
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rmse when k is  750 435.9598040462376
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rmse when k is  801 435.9598040462376
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rmse when k is  809 435.9598040462376
rmse when k is  810 435.9598040462376
rmse when k is  811 435.9598040462376
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rmse when k is  813 435.9598040462376
rmse when k is  814 435.9598040462376
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rmse when k is  817 435.9598040462376
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rmse when k is  821 435.9598040462376
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rmse when k is  842 435.9598040462376
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rmse when k is  865 435.9598040462376
rmse when k is  866 435.9598040462376
rmse when k is  867 435.9598040462376
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rmse when k is  870 435.9598040462376
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rmse when k is  888 435.9598040462376
rmse when k is  889 435.9598040462376
rmse when k is  890 435.9598040462376
rmse when k is  891 435.9598040462376
rmse when k is  892 435.9598040462376
rmse when k is  893 435.9598040462376
rmse when k is  894 435.9598040462376
rmse when k is  895 435.9598040462376
rmse when k is  896 435.9598040462376
rmse when k is  897 435.9598040462376
rmse when k is  898 435.9598040462376
rmse when k is  899 435.9598040462376
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rmse when k is  902 435.9598040462376
rmse when k is  903 435.9598040462376
rmse when k is  904 435.9598040462376
rmse when k is  905 435.9598040462376
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rmse when k is  907 435.9598040462376
rmse when k is  908 435.9598040462376
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rmse when k is  910 435.9598040462376
rmse when k is  911 435.9598040462376
rmse when k is  912 435.9598040462376
rmse when k is  913 435.9598040462376
rmse when k is  914 435.9598040462376
rmse when k is  915 435.9598040462376
rmse when k is  916 435.9598040462376
rmse when k is  917 435.9598040462376
rmse when k is  918 435.9598040462376
rmse when k is  919 435.9598040462376
rmse when k is  920 435.9598040462376
rmse when k is  921 435.9598040462376
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rmse when k is  924 435.9598040462376
rmse when k is  925 435.9598040462376
rmse when k is  926 435.9598040462376
rmse when k is  927 435.9598040462376
rmse when k is  928 435.9598040462376
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rmse when k is  930 435.9598040462376
rmse when k is  931 435.9598040462376
rmse when k is  932 435.9598040462376
rmse when k is  933 435.9598040462376
rmse when k is  934 435.9598040462376
rmse when k is  935 435.9598040462376
rmse when k is  936 435.9598040462376
rmse when k is  937 435.9598040462376
rmse when k is  938 435.9598040462376
rmse when k is  939 435.9598040462376
rmse when k is  940 435.9598040462376
rmse when k is  941 435.9598040462376
rmse when k is  942 435.9598040462376
rmse when k is  943 435.9598040462376
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rmse when k is  946 435.9598040462376
rmse when k is  947 435.9598040462376
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rmse when k is  953 435.9598040462376
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rmse when k is  956 435.9598040462376
rmse when k is  957 435.9598040462376
rmse when k is  958 435.9598040462376
rmse when k is  959 435.9598040462376
rmse when k is  960 435.9598040462376
rmse when k is  961 435.9598040462376
rmse when k is  962 435.9598040462376
rmse when k is  963 435.9598040462376
rmse when k is  964 435.9598040462376
rmse when k is  965 435.9598040462376
rmse when k is  966 435.9598040462376
rmse when k is  967 435.9598040462376
rmse when k is  968 435.9598040462376
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rmse when k is  970 435.9598040462376
rmse when k is  971 435.9598040462376
rmse when k is  972 435.9598040462376
rmse when k is  973 435.9598040462376
rmse when k is  974 435.9598040462376
rmse when k is  975 435.9598040462376
rmse when k is  976 435.9598040462376
rmse when k is  977 435.9598040462376
rmse when k is  978 435.9598040462376
rmse when k is  979 435.9598040462376
rmse when k is  980 435.9598040462376
rmse when k is  981 435.9598040462376
rmse when k is  982 435.9598040462376
rmse when k is  983 435.9598040462376
rmse when k is  984 435.9598040462376
rmse when k is  985 435.9598040462376
rmse when k is  986 435.9598040462376
rmse when k is  987 435.9598040462376
rmse when k is  988 435.9598040462376
rmse when k is  989 435.9598040462376
rmse when k is  990 435.9598040462376
rmse when k is  991 435.9598040462376
rmse when k is  992 435.9598040462376
rmse when k is  993 435.9598040462376
rmse when k is  994 435.9598040462376
rmse when k is  995 435.9598040462376
rmse when k is  996 435.9598040462376
rmse when k is  997 435.9598040462376
rmse when k is  998 435.9598040462376
rmse when k is  999 435.9598040462376
rmse when k is  1000 435.9598040462376
rmse when k is  1001 435.9598040462376
rmse when k is  1002 435.9598040462376
rmse when k is  1003 435.9598040462376
rmse when k is  1004 435.9598040462376
rmse when k is  1005 435.9598040462376
rmse when k is  1006 435.9598040462376
rmse when k is  1007 435.9598040462376
rmse when k is  1008 435.9598040462376
rmse when k is  1009 435.9598040462376
rmse when k is  1010 435.9598040462376
rmse when k is  1011 435.9598040462376
rmse when k is  1012 435.9598040462376
rmse when k is  1013 435.9598040462376
rmse when k is  1014 435.9598040462376
rmse when k is  1015 435.9598040462376
rmse when k is  1016 435.9598040462376
rmse when k is  1017 435.9598040462376
rmse when k is  1018 435.9598040462376
rmse when k is  1019 435.9598040462376
rmse when k is  1020 435.9598040462376
rmse when k is  1021 435.9598040462376
rmse when k is  1022 435.9598040462376
rmse when k is  1023 435.9598040462376
rmse when k is  1024 435.9598040462376
rmse when k is  1025 435.9598040462376
rmse when k is  1026 435.9598040462376
rmse when k is  1027 435.9598040462376
rmse when k is  1028 435.9598040462376
rmse when k is  1029 435.9598040462376
rmse when k is  1030 435.9598040462376
rmse when k is  1031 435.9598040462376
rmse when k is  1032 435.9598040462376
rmse when k is  1033 435.9598040462376
rmse when k is  1034 435.9598040462376
rmse when k is  1035 435.9598040462376
rmse when k is  1036 435.9598040462376
rmse when k is  1037 435.9598040462376
rmse when k is  1038 435.9598040462376
rmse when k is  1039 435.9598040462376
rmse when k is  1040 435.9598040462376
rmse when k is  1041 435.9598040462376
rmse when k is  1042 435.9598040462376
rmse when k is  1043 435.9598040462376
rmse when k is  1044 435.9598040462376
rmse when k is  1045 435.9598040462376
rmse when k is  1046 435.9598040462376
rmse when k is  1047 435.9598040462376
rmse when k is  1048 435.9598040462376
rmse when k is  1049 435.9598040462376
rmse when k is  1050 435.9598040462376
rmse when k is  1051 435.9598040462376
rmse when k is  1052 435.9598040462376
rmse when k is  1053 435.9598040462376
rmse when k is  1054 435.9598040462376
rmse when k is  1055 435.9598040462376
rmse when k is  1056 435.9598040462376
rmse when k is  1057 435.9598040462376
rmse when k is  1058 435.9598040462376
rmse when k is  1059 435.9598040462376
rmse when k is  1060 435.9598040462376
rmse when k is  1061 435.9598040462376
rmse when k is  1062 435.9598040462376
rmse when k is  1063 435.9598040462376
rmse when k is  1064 435.9598040462376
rmse when k is  1065 435.9598040462376
rmse when k is  1066 435.9598040462376
rmse when k is  1067 435.9598040462376
rmse when k is  1068 435.9598040462376
rmse when k is  1069 435.9598040462376
rmse when k is  1070 435.9598040462376
rmse when k is  1071 435.9598040462376
rmse when k is  1072 435.9598040462376
rmse when k is  1073 435.9598040462376
rmse when k is  1074 435.9598040462376
rmse when k is  1075 435.9598040462376
rmse when k is  1076 435.9598040462376
rmse when k is  1077 435.9598040462376
rmse when k is  1078 435.9598040462376
rmse when k is  1079 435.9598040462376
rmse when k is  1080 435.9598040462376
rmse when k is  1081 435.9598040462376
rmse when k is  1082 435.9598040462376
rmse when k is  1083 435.9598040462376
rmse when k is  1084 435.9598040462376
rmse when k is  1085 435.9598040462376
rmse when k is  1086 435.9598040462376
rmse when k is  1087 435.9598040462376
rmse when k is  1088 435.9598040462376
rmse when k is  1089 435.9598040462376
rmse when k is  1090 435.9598040462376
rmse when k is  1091 435.9598040462376
rmse when k is  1092 435.9598040462376
rmse when k is  1093 435.9598040462376
rmse when k is  1094 435.9598040462376
rmse when k is  1095 435.9598040462376
rmse when k is  1096 435.9598040462376
rmse when k is  1097 435.9598040462376
rmse when k is  1098 435.9598040462376
rmse when k is  1099 435.9598040462376
rmse when k is  1100 435.9598040462376
rmse when k is  1101 435.9598040462376
rmse when k is  1102 435.9598040462376
rmse when k is  1103 435.9598040462376
rmse when k is  1104 435.9598040462376
rmse when k is  1105 435.9598040462376
rmse when k is  1106 435.9598040462376
rmse when k is  1107 435.9598040462376
rmse when k is  1108 435.9598040462376
rmse when k is  1109 435.9598040462376
rmse when k is  1110 435.9598040462376
rmse when k is  1111 435.9598040462376
rmse when k is  1112 435.9598040462376
rmse when k is  1113 435.9598040462376
rmse when k is  1114 435.9598040462376
rmse when k is  1115 435.9598040462376
rmse when k is  1116 435.9598040462376
rmse when k is  1117 435.9598040462376
rmse when k is  1118 435.9598040462376
rmse when k is  1119 435.9598040462376
rmse when k is  1120 435.9598040462376
rmse when k is  1121 435.9598040462376
rmse when k is  1122 435.9598040462376
rmse when k is  1123 435.9598040462376
rmse when k is  1124 435.9598040462376
rmse when k is  1125 435.9598040462376
rmse when k is  1126 435.9598040462376
rmse when k is  1127 435.9598040462376
rmse when k is  1128 435.9598040462376
rmse when k is  1129 435.9598040462376
rmse when k is  1130 435.9598040462376
rmse when k is  1131 435.9598040462376
rmse when k is  1132 435.9598040462376
rmse when k is  1133 435.9598040462376
rmse when k is  1134 435.9598040462376
rmse when k is  1135 435.9598040462376
rmse when k is  1136 435.9598040462376
rmse when k is  1137 435.9598040462376
rmse when k is  1138 435.9598040462376
rmse when k is  1139 435.9598040462376
rmse when k is  1140 435.9598040462376
rmse when k is  1141 435.9598040462376
rmse when k is  1142 435.9598040462376
rmse when k is  1143 435.9598040462376
rmse when k is  1144 435.9598040462376
rmse when k is  1145 435.9598040462376
rmse when k is  1146 435.9598040462376
rmse when k is  1147 435.9598040462376
rmse when k is  1148 435.9598040462376
rmse when k is  1149 435.9598040462376
rmse when k is  1150 435.9598040462376
rmse when k is  1151 435.9598040462376
rmse when k is  1152 435.9598040462376
rmse when k is  1153 435.9598040462376
rmse when k is  1154 435.9598040462376
rmse when k is  1155 435.9598040462376
rmse when k is  1156 435.9598040462376
rmse when k is  1157 435.9598040462376
rmse when k is  1158 435.9598040462376
rmse when k is  1159 435.9598040462376
rmse when k is  1160 435.9598040462376
rmse when k is  1161 435.9598040462376
rmse when k is  1162 435.9598040462376
rmse when k is  1163 435.9598040462376
rmse when k is  1164 435.9598040462376
rmse when k is  1165 435.9598040462376
rmse when k is  1166 435.9598040462376
rmse when k is  1167 435.9598040462376
rmse when k is  1168 435.9598040462376
rmse when k is  1169 435.9598040462376
rmse when k is  1170 435.9598040462376
rmse when k is  1171 435.9598040462376
rmse when k is  1172 435.9598040462376
rmse when k is  1173 435.9598040462376
rmse when k is  1174 435.9598040462376
rmse when k is  1175 435.9598040462376
rmse when k is  1176 435.9598040462376
rmse when k is  1177 435.9598040462376
rmse when k is  1178 435.9598040462376
rmse when k is  1179 435.9598040462376
rmse when k is  1180 435.9598040462376
rmse when k is  1181 435.9598040462376
rmse when k is  1182 435.9598040462376
rmse when k is  1183 435.9598040462376
rmse when k is  1184 435.9598040462376
rmse when k is  1185 435.9598040462376
rmse when k is  1186 435.9598040462376
rmse when k is  1187 435.9598040462376
rmse when k is  1188 435.9598040462376
rmse when k is  1189 435.9598040462376
rmse when k is  1190 435.9598040462376
rmse when k is  1191 435.9598040462376
rmse when k is  1192 435.9598040462376
rmse when k is  1193 435.9598040462376
rmse when k is  1194 435.9598040462376
rmse when k is  1195 435.9598040462376
rmse when k is  1196 435.9598040462376
rmse when k is  1197 435.9598040462376
rmse when k is  1198 435.9598040462376
rmse when k is  1199 435.9598040462376
rmse when k is  1200 435.9598040462376
rmse when k is  1201 435.9598040462376
rmse when k is  1202 435.9598040462376
rmse when k is  1203 435.9598040462376
rmse when k is  1204 435.9598040462376
rmse when k is  1205 435.9598040462376
rmse when k is  1206 435.9598040462376
rmse when k is  1207 435.9598040462376
rmse when k is  1208 435.9598040462376
rmse when k is  1209 435.9598040462376
rmse when k is  1210 435.9598040462376
rmse when k is  1211 435.9598040462376
rmse when k is  1212 435.9598040462376
rmse when k is  1213 435.9598040462376
rmse when k is  1214 435.9598040462376
rmse when k is  1215 435.9598040462376
rmse when k is  1216 435.9598040462376
rmse when k is  1217 435.9598040462376
rmse when k is  1218 435.9598040462376
rmse when k is  1219 435.9598040462376
rmse when k is  1220 435.9598040462376
rmse when k is  1221 435.9598040462376
rmse when k is  1222 435.9598040462376
rmse when k is  1223 435.9598040462376
rmse when k is  1224 435.9598040462376
rmse when k is  1225 435.9598040462376
rmse when k is  1226 435.9598040462376
rmse when k is  1227 435.9598040462376
rmse when k is  1228 435.9598040462376
rmse when k is  1229 435.9598040462376
rmse when k is  1230 435.9598040462376
rmse when k is  1231 435.9598040462376
rmse when k is  1232 435.9598040462376
rmse when k is  1233 435.9598040462376
rmse when k is  1234 435.9598040462376
rmse when k is  1235 435.9598040462376
rmse when k is  1236 435.9598040462376
rmse when k is  1237 435.9598040462376
rmse when k is  1238 435.9598040462376
rmse when k is  1239 435.9598040462376
rmse when k is  1240 435.9598040462376
rmse when k is  1241 435.9598040462376
rmse when k is  1242 435.9598040462376
rmse when k is  1243 435.9598040462376
rmse when k is  1244 435.9598040462376
rmse when k is  1245 435.9598040462376
rmse when k is  1246 435.9598040462376
rmse when k is  1247 435.9598040462376
rmse when k is  1248 435.9598040462376
rmse when k is  1249 435.9598040462376
rmse when k is  1250 435.9598040462376
rmse when k is  1251 435.9598040462376
rmse when k is  1252 435.9598040462376
rmse when k is  1253 435.9598040462376
rmse when k is  1254 435.9598040462376
rmse when k is  1255 435.9598040462376
rmse when k is  1256 435.9598040462376
rmse when k is  1257 435.9598040462376
rmse when k is  1258 435.9598040462376
rmse when k is  1259 435.9598040462376
rmse when k is  1260 435.9598040462376
rmse when k is  1261 435.9598040462376
rmse when k is  1262 435.9598040462376
rmse when k is  1263 435.9598040462376
rmse when k is  1264 435.9598040462376
rmse when k is  1265 435.9598040462376
rmse when k is  1266 435.9598040462376
rmse when k is  1267 435.9598040462376
rmse when k is  1268 435.9598040462376
rmse when k is  1269 435.9598040462376
rmse when k is  1270 435.9598040462376
rmse when k is  1271 435.9598040462376
rmse when k is  1272 435.9598040462376
rmse when k is  1273 435.9598040462376
rmse when k is  1274 435.9598040462376
rmse when k is  1275 435.9598040462376
rmse when k is  1276 435.9598040462376
rmse when k is  1277 435.9598040462376
rmse when k is  1278 435.9598040462376
rmse when k is  1279 435.9598040462376
rmse when k is  1280 435.9598040462376
rmse when k is  1281 435.9598040462376
rmse when k is  1282 435.9598040462376
rmse when k is  1283 435.9598040462376
rmse when k is  1284 435.9598040462376
rmse when k is  1285 435.9598040462376
rmse when k is  1286 435.9598040462376
rmse when k is  1287 435.9598040462376
rmse when k is  1288 435.9598040462376
rmse when k is  1289 435.9598040462376
rmse when k is  1290 435.9598040462376
rmse when k is  1291 435.9598040462376
rmse when k is  1292 435.9598040462376
rmse when k is  1293 435.9598040462376
rmse when k is  1294 435.9598040462376
rmse when k is  1295 435.9598040462376
rmse when k is  1296 435.9598040462376
rmse when k is  1297 435.9598040462376
rmse when k is  1298 435.9598040462376
rmse when k is  1299 435.9598040462376
rmse when k is  1300 435.9598040462376
rmse when k is  1301 435.9598040462376
rmse when k is  1302 435.9598040462376
rmse when k is  1303 435.9598040462376
rmse when k is  1304 435.9598040462376
rmse when k is  1305 435.9598040462376
rmse when k is  1306 435.9598040462376
rmse when k is  1307 435.9598040462376
rmse when k is  1308 435.9598040462376
rmse when k is  1309 435.9598040462376
rmse when k is  1310 435.9598040462376
rmse when k is  1311 435.9598040462376
rmse when k is  1312 435.9598040462376
rmse when k is  1313 435.9598040462376
rmse when k is  1314 435.9598040462376
rmse when k is  1315 435.9598040462376
rmse when k is  1316 435.9598040462376
rmse when k is  1317 435.9598040462376
rmse when k is  1318 435.9598040462376
rmse when k is  1319 435.9598040462376
rmse when k is  1320 435.9598040462376
rmse when k is  1321 435.9598040462376
rmse when k is  1322 435.9598040462376
rmse when k is  1323 435.9598040462376
rmse when k is  1324 435.9598040462376
rmse when k is  1325 435.9598040462376
rmse when k is  1326 435.9598040462376
rmse when k is  1327 435.9598040462376
rmse when k is  1328 435.9598040462376
rmse when k is  1329 435.9598040462376
rmse when k is  1330 435.9598040462376
rmse when k is  1331 435.9598040462376
rmse when k is  1332 435.9598040462376
rmse when k is  1333 435.9598040462376
rmse when k is  1334 435.9598040462376
rmse when k is  1335 435.9598040462376
rmse when k is  1336 435.9598040462376
rmse when k is  1337 435.9598040462376
rmse when k is  1338 435.9598040462376
rmse when k is  1339 435.9598040462376
rmse when k is  1340 435.9598040462376
rmse when k is  1341 435.9598040462376
rmse when k is  1342 435.9598040462376
rmse when k is  1343 435.9598040462376
rmse when k is  1344 435.9598040462376
rmse when k is  1345 435.9598040462376
rmse when k is  1346 435.9598040462376
rmse when k is  1347 435.9598040462376
rmse when k is  1348 435.9598040462376
rmse when k is  1349 435.9598040462376
rmse when k is  1350 435.9598040462376
rmse when k is  1351 435.9598040462376
rmse when k is  1352 435.9598040462376
rmse when k is  1353 435.9598040462376
rmse when k is  1354 435.9598040462376
rmse when k is  1355 435.9598040462376
rmse when k is  1356 435.9598040462376
rmse when k is  1357 435.9598040462376
rmse when k is  1358 435.9598040462376
rmse when k is  1359 435.9598040462376
rmse when k is  1360 435.9598040462376
rmse when k is  1361 435.9598040462376
rmse when k is  1362 435.9598040462376
rmse when k is  1363 435.9598040462376
rmse when k is  1364 435.9598040462376
rmse when k is  1365 435.9598040462376
rmse when k is  1366 435.9598040462376
rmse when k is  1367 435.9598040462376
rmse when k is  1368 435.9598040462376
rmse when k is  1369 435.9598040462376
rmse when k is  1370 435.9598040462376
rmse when k is  1371 435.9598040462376
rmse when k is  1372 435.9598040462376
rmse when k is  1373 435.9598040462376
rmse when k is  1374 435.9598040462376
rmse when k is  1375 435.9598040462376
rmse when k is  1376 435.9598040462376
rmse when k is  1377 435.9598040462376
rmse when k is  1378 435.9598040462376
rmse when k is  1379 435.9598040462376
rmse when k is  1380 435.9598040462376
rmse when k is  1381 435.9598040462376
rmse when k is  1382 435.9598040462376
rmse when k is  1383 435.9598040462376
rmse when k is  1384 435.9598040462376
rmse when k is  1385 435.9598040462376
rmse when k is  1386 435.9598040462376
rmse when k is  1387 435.9598040462376
rmse when k is  1388 435.9598040462376
rmse when k is  1389 435.9598040462376
rmse when k is  1390 435.9598040462376
rmse when k is  1391 435.9598040462376
rmse when k is  1392 435.9598040462376
rmse when k is  1393 435.9598040462376
rmse when k is  1394 435.9598040462376
rmse when k is  1395 435.9598040462376
rmse when k is  1396 435.9598040462376
rmse when k is  1397 435.9598040462376
rmse when k is  1398 435.9598040462376
rmse when k is  1399 435.9598040462376
rmse when k is  1400 435.9598040462376
rmse when k is  1401 435.9598040462376
rmse when k is  1402 435.9598040462376
rmse when k is  1403 435.9598040462376
rmse when k is  1404 435.9598040462376
rmse when k is  1405 435.9598040462376
rmse when k is  1406 435.9598040462376
rmse when k is  1407 435.9598040462376
rmse when k is  1408 435.9598040462376
rmse when k is  1409 435.9598040462376
rmse when k is  1410 435.9598040462376
rmse when k is  1411 435.9598040462376
rmse when k is  1412 435.9598040462376
rmse when k is  1413 435.9598040462376
rmse when k is  1414 435.9598040462376
rmse when k is  1415 435.9598040462376
rmse when k is  1416 435.9598040462376
rmse when k is  1417 435.9598040462376
rmse when k is  1418 435.9598040462376
rmse when k is  1419 435.9598040462376
rmse when k is  1420 435.9598040462376
rmse when k is  1421 435.9598040462376
rmse when k is  1422 435.9598040462376
rmse when k is  1423 435.9598040462376
rmse when k is  1424 435.9598040462376
rmse when k is  1425 435.9598040462376
rmse when k is  1426 435.9598040462376
rmse when k is  1427 435.9598040462376
rmse when k is  1428 435.9598040462376
rmse when k is  1429 435.9598040462376
rmse when k is  1430 435.9598040462376
rmse when k is  1431 435.9598040462376
rmse when k is  1432 435.9598040462376
rmse when k is  1433 435.9598040462376
rmse when k is  1434 435.9598040462376
rmse when k is  1435 435.9598040462376
rmse when k is  1436 435.9598040462376
rmse when k is  1437 435.9598040462376
rmse when k is  1438 435.9598040462376
rmse when k is  1439 435.9598040462376
rmse when k is  1440 435.9598040462376
rmse when k is  1441 435.9598040462376
rmse when k is  1442 435.9598040462376
rmse when k is  1443 435.9598040462376
rmse when k is  1444 435.9598040462376
rmse when k is  1445 435.9598040462376
rmse when k is  1446 435.9598040462376
rmse when k is  1447 435.9598040462376
rmse when k is  1448 435.9598040462376
rmse when k is  1449 435.9598040462376
rmse when k is  1450 435.9598040462376
rmse when k is  1451 435.9598040462376
rmse when k is  1452 435.9598040462376
rmse when k is  1453 435.9598040462376
rmse when k is  1454 435.9598040462376
rmse when k is  1455 435.9598040462376
rmse when k is  1456 435.9598040462376
rmse when k is  1457 435.9598040462376
rmse when k is  1458 435.9598040462376
rmse when k is  1459 435.9598040462376
rmse when k is  1460 435.9598040462376
rmse when k is  1461 435.9598040462376
rmse when k is  1462 435.9598040462376
rmse when k is  1463 435.9598040462376
rmse when k is  1464 435.9598040462376
rmse when k is  1465 435.9598040462376
rmse when k is  1466 435.9598040462376
rmse when k is  1467 435.9598040462376
rmse when k is  1468 435.9598040462376
rmse when k is  1469 435.9598040462376
rmse when k is  1470 435.9598040462376
rmse when k is  1471 435.9598040462376
rmse when k is  1472 435.9598040462376
rmse when k is  1473 435.9598040462376
rmse when k is  1474 435.9598040462376
rmse when k is  1475 435.9598040462376
rmse when k is  1476 435.9598040462376
rmse when k is  1477 435.9598040462376
rmse when k is  1478 435.9598040462376
rmse when k is  1479 435.9598040462376
rmse when k is  1480 435.9598040462376
rmse when k is  1481 435.9598040462376
rmse when k is  1482 435.9598040462376
rmse when k is  1483 435.9598040462376
rmse when k is  1484 435.9598040462376
rmse when k is  1485 435.9598040462376
rmse when k is  1486 435.9598040462376
rmse when k is  1487 435.9598040462376
rmse when k is  1488 435.9598040462376
rmse when k is  1489 435.9598040462376
rmse when k is  1490 435.9598040462376
rmse when k is  1491 435.9598040462376
rmse when k is  1492 435.9598040462376
rmse when k is  1493 435.9598040462376
rmse when k is  1494 435.9598040462376
rmse when k is  1495 435.9598040462376
rmse when k is  1496 435.9598040462376
rmse when k is  1497 435.9598040462376
rmse when k is  1498 435.9598040462376
rmse when k is  1499 435.9598040462376
rmse when k is  1500 435.9598040462376
rmse when k is  1501 435.9598040462376
rmse when k is  1502 435.9598040462376
rmse when k is  1503 435.9598040462376
rmse when k is  1504 435.9598040462376
rmse when k is  1505 435.9598040462376
rmse when k is  1506 435.9598040462376
rmse when k is  1507 435.9598040462376
rmse when k is  1508 435.9598040462376
rmse when k is  1509 435.9598040462376
rmse when k is  1510 435.9598040462376
rmse when k is  1511 435.9598040462376
rmse when k is  1512 435.9598040462376
rmse when k is  1513 435.9598040462376
rmse when k is  1514 435.9598040462376
rmse when k is  1515 435.9598040462376
rmse when k is  1516 435.9598040462376
rmse when k is  1517 435.9598040462376
rmse when k is  1518 435.9598040462376
rmse when k is  1519 435.9598040462376
rmse when k is  1520 435.9598040462376
rmse when k is  1521 435.9598040462376
rmse when k is  1522 435.9598040462376
rmse when k is  1523 435.9598040462376
rmse when k is  1524 435.9598040462376
rmse when k is  1525 435.9598040462376
rmse when k is  1526 435.9598040462376
rmse when k is  1527 435.9598040462376
rmse when k is  1528 435.9598040462376
rmse when k is  1529 435.9598040462376
rmse when k is  1530 435.9598040462376
rmse when k is  1531 435.9598040462376
rmse when k is  1532 435.9598040462376
rmse when k is  1533 435.9598040462376
rmse when k is  1534 435.9598040462376
rmse when k is  1535 435.9598040462376
rmse when k is  1536 435.9598040462376
rmse when k is  1537 435.9598040462376
rmse when k is  1538 435.9598040462376
rmse when k is  1539 435.9598040462376
rmse when k is  1540 435.9598040462376
rmse when k is  1541 435.9598040462376
rmse when k is  1542 435.9598040462376
rmse when k is  1543 435.9598040462376
rmse when k is  1544 435.9598040462376
rmse when k is  1545 435.9598040462376
rmse when k is  1546 435.9598040462376
rmse when k is  1547 435.9598040462376
rmse when k is  1548 435.9598040462376
rmse when k is  1549 435.9598040462376
rmse when k is  1550 435.9598040462376
rmse when k is  1551 435.9598040462376
rmse when k is  1552 435.9598040462376
rmse when k is  1553 435.9598040462376
rmse when k is  1554 435.9598040462376
rmse when k is  1555 435.9598040462376
rmse when k is  1556 435.9598040462376
rmse when k is  1557 435.9598040462376
rmse when k is  1558 435.9598040462376
rmse when k is  1559 435.9598040462376
rmse when k is  1560 435.9598040462376
rmse when k is  1561 435.9598040462376
rmse when k is  1562 435.9598040462376
rmse when k is  1563 435.9598040462376
rmse when k is  1564 435.9598040462376
rmse when k is  1565 435.9598040462376
rmse when k is  1566 435.9598040462376
rmse when k is  1567 435.9598040462376
rmse when k is  1568 435.9598040462376
rmse when k is  1569 435.9598040462376
rmse when k is  1570 435.9598040462376
rmse when k is  1571 435.9598040462376
rmse when k is  1572 435.9598040462376
rmse when k is  1573 435.9598040462376
rmse when k is  1574 435.9598040462376
rmse when k is  1575 435.9598040462376
rmse when k is  1576 435.9598040462376
rmse when k is  1577 435.9598040462376
rmse when k is  1578 435.9598040462376
rmse when k is  1579 435.9598040462376
rmse when k is  1580 435.9598040462376
rmse when k is  1581 435.9598040462376
rmse when k is  1582 435.9598040462376
rmse when k is  1583 435.9598040462376
rmse when k is  1584 435.9598040462376
rmse when k is  1585 435.9598040462376
rmse when k is  1586 435.9598040462376
rmse when k is  1587 435.9598040462376
rmse when k is  1588 435.9598040462376
rmse when k is  1589 435.9598040462376
rmse when k is  1590 435.9598040462376
rmse when k is  1591 435.9598040462376
rmse when k is  1592 435.9598040462376
rmse when k is  1593 435.9598040462376
rmse when k is  1594 435.9598040462376
rmse when k is  1595 435.9598040462376
rmse when k is  1596 435.9598040462376
rmse when k is  1597 435.9598040462376
rmse when k is  1598 435.9598040462376
rmse when k is  1599 435.9598040462376
rmse when k is  1600 435.9598040462376
rmse when k is  1601 435.9598040462376
rmse when k is  1602 435.9598040462376
rmse when k is  1603 435.9598040462376
rmse when k is  1604 435.9598040462376
rmse when k is  1605 435.9598040462376
rmse when k is  1606 435.9598040462376
rmse when k is  1607 435.9598040462376
rmse when k is  1608 435.9598040462376
rmse when k is  1609 435.9598040462376
rmse when k is  1610 435.9598040462376
rmse when k is  1611 435.9598040462376
rmse when k is  1612 435.9598040462376
rmse when k is  1613 435.9598040462376
rmse when k is  1614 435.9598040462376
rmse when k is  1615 435.9598040462376
rmse when k is  1616 435.9598040462376
rmse when k is  1617 435.9598040462376
rmse when k is  1618 435.9598040462376
rmse when k is  1619 435.9598040462376
rmse when k is  1620 435.9598040462376
rmse when k is  1621 435.9598040462376
rmse when k is  1622 435.9598040462376
rmse when k is  1623 435.9598040462376
rmse when k is  1624 435.9598040462376
rmse when k is  1625 435.9598040462376
rmse when k is  1626 435.9598040462376
rmse when k is  1627 435.9598040462376
rmse when k is  1628 435.9598040462376
rmse when k is  1629 435.9598040462376
rmse when k is  1630 435.9598040462376
rmse when k is  1631 435.9598040462376
rmse when k is  1632 435.9598040462376
rmse when k is  1633 435.9598040462376
rmse when k is  1634 435.9598040462376
rmse when k is  1635 435.9598040462376
rmse when k is  1636 435.9598040462376
rmse when k is  1637 435.9598040462376
rmse when k is  1638 435.9598040462376
rmse when k is  1639 435.9598040462376
rmse when k is  1640 435.9598040462376
rmse when k is  1641 435.9598040462376
rmse when k is  1642 435.9598040462376
rmse when k is  1643 435.9598040462376
rmse when k is  1644 435.9598040462376
rmse when k is  1645 435.9598040462376
rmse when k is  1646 435.9598040462376
rmse when k is  1647 435.9598040462376
rmse when k is  1648 435.9598040462376
rmse when k is  1649 435.9598040462376
rmse when k is  1650 435.9598040462376
rmse when k is  1651 435.9598040462376
rmse when k is  1652 435.9598040462376
rmse when k is  1653 435.9598040462376
rmse when k is  1654 435.9598040462376
rmse when k is  1655 435.9598040462376
rmse when k is  1656 435.9598040462376
rmse when k is  1657 435.9598040462376
rmse when k is  1658 435.9598040462376
rmse when k is  1659 435.9598040462376
rmse when k is  1660 435.9598040462376
rmse when k is  1661 435.9598040462376
rmse when k is  1662 435.9598040462376
rmse when k is  1663 435.9598040462376
rmse when k is  1664 435.9598040462376
rmse when k is  1665 435.9598040462376
rmse when k is  1666 435.9598040462376
rmse when k is  1667 435.9598040462376
rmse when k is  1668 435.9598040462376
rmse when k is  1669 435.9598040462376
rmse when k is  1670 435.9598040462376
rmse when k is  1671 435.9598040462376
rmse when k is  1672 435.9598040462376
rmse when k is  1673 435.9598040462376
rmse when k is  1674 435.9598040462376
rmse when k is  1675 435.9598040462376
rmse when k is  1676 435.9598040462376
rmse when k is  1677 435.9598040462376
rmse when k is  1678 435.9598040462376
rmse when k is  1679 435.9598040462376
rmse when k is  1680 435.9598040462376
rmse when k is  1681 435.9598040462376
rmse when k is  1682 435.9598040462376
rmse when k is  1683 435.9598040462376
rmse when k is  1684 435.9598040462376
rmse when k is  1685 435.9598040462376
rmse when k is  1686 435.9598040462376
rmse when k is  1687 435.9598040462376
rmse when k is  1688 435.9598040462376
rmse when k is  1689 435.9598040462376
rmse when k is  1690 435.9598040462376
rmse when k is  1691 435.9598040462376
rmse when k is  1692 435.9598040462376
rmse when k is  1693 435.9598040462376
rmse when k is  1694 435.9598040462376
rmse when k is  1695 435.9598040462376
rmse when k is  1696 435.9598040462376
rmse when k is  1697 435.9598040462376
rmse when k is  1698 435.9598040462376
rmse when k is  1699 435.9598040462376
rmse when k is  1700 435.9598040462376
rmse when k is  1701 435.9598040462376
rmse when k is  1702 435.9598040462376
rmse when k is  1703 435.9598040462376
rmse when k is  1704 435.9598040462376
rmse when k is  1705 435.9598040462376
rmse when k is  1706 435.9598040462376
rmse when k is  1707 435.9598040462376
rmse when k is  1708 435.9598040462376
rmse when k is  1709 435.9598040462376
rmse when k is  1710 435.9598040462376
rmse when k is  1711 435.9598040462376
rmse when k is  1712 435.9598040462376
rmse when k is  1713 435.9598040462376
rmse when k is  1714 435.9598040462376
rmse when k is  1715 435.9598040462376
rmse when k is  1716 435.9598040462376
rmse when k is  1717 435.9598040462376
rmse when k is  1718 435.9598040462376
rmse when k is  1719 435.9598040462376
rmse when k is  1720 435.9598040462376
rmse when k is  1721 435.9598040462376
rmse when k is  1722 435.9598040462376
rmse when k is  1723 435.9598040462376
rmse when k is  1724 435.9598040462376
rmse when k is  1725 435.9598040462376
rmse when k is  1726 435.9598040462376
rmse when k is  1727 435.9598040462376
rmse when k is  1728 435.9598040462376
rmse when k is  1729 435.9598040462376
rmse when k is  1730 435.9598040462376
rmse when k is  1731 435.9598040462376
rmse when k is  1732 435.9598040462376
rmse when k is  1733 435.9598040462376
rmse when k is  1734 435.9598040462376
rmse when k is  1735 435.9598040462376
rmse when k is  1736 435.9598040462376
rmse when k is  1737 435.9598040462376
rmse when k is  1738 435.9598040462376
rmse when k is  1739 435.9598040462376
rmse when k is  1740 435.9598040462376
rmse when k is  1741 435.9598040462376
rmse when k is  1742 435.9598040462376
rmse when k is  1743 435.9598040462376
rmse when k is  1744 435.9598040462376
rmse when k is  1745 435.9598040462376
rmse when k is  1746 435.9598040462376
rmse when k is  1747 435.9598040462376
rmse when k is  1748 435.9598040462376
rmse when k is  1749 435.9598040462376
rmse when k is  1750 435.9598040462376
rmse when k is  1751 435.9598040462376
rmse when k is  1752 435.9598040462376
rmse when k is  1753 435.9598040462376
rmse when k is  1754 435.9598040462376
rmse when k is  1755 435.9598040462376
rmse when k is  1756 435.9598040462376
rmse when k is  1757 435.9598040462376
rmse when k is  1758 435.9598040462376
rmse when k is  1759 435.9598040462376
rmse when k is  1760 435.9598040462376
rmse when k is  1761 435.9598040462376
rmse when k is  1762 435.9598040462376
rmse when k is  1763 435.9598040462376
rmse when k is  1764 435.9598040462376
rmse when k is  1765 435.9598040462376
rmse when k is  1766 435.9598040462376
rmse when k is  1767 435.9598040462376
rmse when k is  1768 435.9598040462376
rmse when k is  1769 435.9598040462376
rmse when k is  1770 435.9598040462376
rmse when k is  1771 435.9598040462376
rmse when k is  1772 435.9598040462376
rmse when k is  1773 435.9598040462376
rmse when k is  1774 435.9598040462376
rmse when k is  1775 435.9598040462376
rmse when k is  1776 435.9598040462376
rmse when k is  1777 435.9598040462376
rmse when k is  1778 435.9598040462376
rmse when k is  1779 435.9598040462376
rmse when k is  1780 435.9598040462376
rmse when k is  1781 435.9598040462376
rmse when k is  1782 435.9598040462376
rmse when k is  1783 435.9598040462376
rmse when k is  1784 435.9598040462376
rmse when k is  1785 435.9598040462376
rmse when k is  1786 435.9598040462376
rmse when k is  1787 435.9598040462376
rmse when k is  1788 435.9598040462376
rmse when k is  1789 435.9598040462376
rmse when k is  1790 435.9598040462376
rmse when k is  1791 435.9598040462376
rmse when k is  1792 435.9598040462376
rmse when k is  1793 435.9598040462376
rmse when k is  1794 435.9598040462376
rmse when k is  1795 435.9598040462376
rmse when k is  1796 435.9598040462376
rmse when k is  1797 435.9598040462376
rmse when k is  1798 435.9598040462376
rmse when k is  1799 435.9598040462376
rmse when k is  1800 435.9598040462376
rmse when k is  1801 435.9598040462376
rmse when k is  1802 435.9598040462376
rmse when k is  1803 435.9598040462376
rmse when k is  1804 435.9598040462376
rmse when k is  1805 435.9598040462376
rmse when k is  1806 435.9598040462376
rmse when k is  1807 435.9598040462376
rmse when k is  1808 435.9598040462376
rmse when k is  1809 435.9598040462376
rmse when k is  1810 435.9598040462376
rmse when k is  1811 435.9598040462376
rmse when k is  1812 435.9598040462376
rmse when k is  1813 435.9598040462376
rmse when k is  1814 435.9598040462376
rmse when k is  1815 435.9598040462376
rmse when k is  1816 435.9598040462376
rmse when k is  1817 435.9598040462376
rmse when k is  1818 435.9598040462376
rmse when k is  1819 435.9598040462376
rmse when k is  1820 435.9598040462376
rmse when k is  1821 435.9598040462376
rmse when k is  1822 435.9598040462376
rmse when k is  1823 435.9598040462376
rmse when k is  1824 435.9598040462376
rmse when k is  1825 435.9598040462376
rmse when k is  1826 435.9598040462376
rmse when k is  1827 435.9598040462376
rmse when k is  1828 435.9598040462376
rmse when k is  1829 435.9598040462376
rmse when k is  1830 435.9598040462376
rmse when k is  1831 435.9598040462376
rmse when k is  1832 435.9598040462376
rmse when k is  1833 435.9598040462376
rmse when k is  1834 435.9598040462376
rmse when k is  1835 435.9598040462376
rmse when k is  1836 435.9598040462376
rmse when k is  1837 435.9598040462376
rmse when k is  1838 435.9598040462376
rmse when k is  1839 435.9598040462376
rmse when k is  1840 435.9598040462376
rmse when k is  1841 435.9598040462376
rmse when k is  1842 435.9598040462376
rmse when k is  1843 435.9598040462376
rmse when k is  1844 435.9598040462376
rmse when k is  1845 435.9598040462376
rmse when k is  1846 435.9598040462376
rmse when k is  1847 435.9598040462376
rmse when k is  1848 435.9598040462376
rmse when k is  1849 435.9598040462376
rmse when k is  1850 435.9598040462376
rmse when k is  1851 435.9598040462376
rmse when k is  1852 435.9598040462376
rmse when k is  1853 435.9598040462376
rmse when k is  1854 435.9598040462376
rmse when k is  1855 435.9598040462376
rmse when k is  1856 435.9598040462376
rmse when k is  1857 435.9598040462376
rmse when k is  1858 435.9598040462376
rmse when k is  1859 435.9598040462376
rmse when k is  1860 435.9598040462376
rmse when k is  1861 435.9598040462376
rmse when k is  1862 435.9598040462376
rmse when k is  1863 435.9598040462376
rmse when k is  1864 435.9598040462376
rmse when k is  1865 435.9598040462376
rmse when k is  1866 435.9598040462376
rmse when k is  1867 435.9598040462376
rmse when k is  1868 435.9598040462376
rmse when k is  1869 435.9598040462376
rmse when k is  1870 435.9598040462376
rmse when k is  1871 435.9598040462376
rmse when k is  1872 435.9598040462376
rmse when k is  1873 435.9598040462376
rmse when k is  1874 435.9598040462376
rmse when k is  1875 435.9598040462376
rmse when k is  1876 435.9598040462376
rmse when k is  1877 435.9598040462376
rmse when k is  1878 435.9598040462376
rmse when k is  1879 435.9598040462376
rmse when k is  1880 435.9598040462376
rmse when k is  1881 435.9598040462376
rmse when k is  1882 435.9598040462376
rmse when k is  1883 435.9598040462376
rmse when k is  1884 435.9598040462376
rmse when k is  1885 435.9598040462376
rmse when k is  1886 435.9598040462376
rmse when k is  1887 435.9598040462376
rmse when k is  1888 435.9598040462376
rmse when k is  1889 435.9598040462376
rmse when k is  1890 435.9598040462376
rmse when k is  1891 435.9598040462376
rmse when k is  1892 435.9598040462376
rmse when k is  1893 435.9598040462376
rmse when k is  1894 435.9598040462376
rmse when k is  1895 435.9598040462376
rmse when k is  1896 435.9598040462376
rmse when k is  1897 435.9598040462376
rmse when k is  1898 435.9598040462376
rmse when k is  1899 435.9598040462376
rmse when k is  1900 435.9598040462376
rmse when k is  1901 435.9598040462376
rmse when k is  1902 435.9598040462376
rmse when k is  1903 435.9598040462376
rmse when k is  1904 435.9598040462376
rmse when k is  1905 435.9598040462376
rmse when k is  1906 435.9598040462376
rmse when k is  1907 435.9598040462376
rmse when k is  1908 435.9598040462376
rmse when k is  1909 435.9598040462376
rmse when k is  1910 435.9598040462376
rmse when k is  1911 435.9598040462376
rmse when k is  1912 435.9598040462376
rmse when k is  1913 435.9598040462376
rmse when k is  1914 435.9598040462376
rmse when k is  1915 435.9598040462376
rmse when k is  1916 435.9598040462376
rmse when k is  1917 435.9598040462376
rmse when k is  1918 435.9598040462376
rmse when k is  1919 435.9598040462376
rmse when k is  1920 435.9598040462376
rmse when k is  1921 435.9598040462376
rmse when k is  1922 435.9598040462376
rmse when k is  1923 435.9598040462376
rmse when k is  1924 435.9598040462376
rmse when k is  1925 435.9598040462376
rmse when k is  1926 435.9598040462376
rmse when k is  1927 435.9598040462376
rmse when k is  1928 435.9598040462376
rmse when k is  1929 435.9598040462376
rmse when k is  1930 435.9598040462376
rmse when k is  1931 435.9598040462376
rmse when k is  1932 435.9598040462376
rmse when k is  1933 435.9598040462376
rmse when k is  1934 435.9598040462376
rmse when k is  1935 435.9598040462376
rmse when k is  1936 435.9598040462376
rmse when k is  1937 435.9598040462376
rmse when k is  1938 435.9598040462376
rmse when k is  1939 435.9598040462376
rmse when k is  1940 435.9598040462376
rmse when k is  1941 435.9598040462376
rmse when k is  1942 435.9598040462376
rmse when k is  1943 435.9598040462376
rmse when k is  1944 435.9598040462376
rmse when k is  1945 435.9598040462376
rmse when k is  1946 435.9598040462376
rmse when k is  1947 435.9598040462376
rmse when k is  1948 435.9598040462376
rmse when k is  1949 435.9598040462376
rmse when k is  1950 435.9598040462376
rmse when k is  1951 435.9598040462376
rmse when k is  1952 435.9598040462376
rmse when k is  1953 435.9598040462376
rmse when k is  1954 435.9598040462376
rmse when k is  1955 435.9598040462376
rmse when k is  1956 435.9598040462376
rmse when k is  1957 435.9598040462376
rmse when k is  1958 435.9598040462376
rmse when k is  1959 435.9598040462376
rmse when k is  1960 435.9598040462376
rmse when k is  1961 435.9598040462376
rmse when k is  1962 435.9598040462376
rmse when k is  1963 435.9598040462376
rmse when k is  1964 435.9598040462376
rmse when k is  1965 435.9598040462376
rmse when k is  1966 435.9598040462376
rmse when k is  1967 435.9598040462376
rmse when k is  1968 435.9598040462376
rmse when k is  1969 435.9598040462376
rmse when k is  1970 435.9598040462376
rmse when k is  1971 435.9598040462376
rmse when k is  1972 435.9598040462376
rmse when k is  1973 435.9598040462376
rmse when k is  1974 435.9598040462376
rmse when k is  1975 435.9598040462376
rmse when k is  1976 435.9598040462376
rmse when k is  1977 435.9598040462376
rmse when k is  1978 435.9598040462376
rmse when k is  1979 435.9598040462376
rmse when k is  1980 435.9598040462376
rmse when k is  1981 435.9598040462376
rmse when k is  1982 435.9598040462376
rmse when k is  1983 435.9598040462376
rmse when k is  1984 435.9598040462376
rmse when k is  1985 435.9598040462376
rmse when k is  1986 435.9598040462376
rmse when k is  1987 435.9598040462376
rmse when k is  1988 435.9598040462376
rmse when k is  1989 435.9598040462376
rmse when k is  1990 435.9598040462376
rmse when k is  1991 435.9598040462376
rmse when k is  1992 435.9598040462376
rmse when k is  1993 435.9598040462376
rmse when k is  1994 435.9598040462376
rmse when k is  1995 435.9598040462376
rmse when k is  1996 435.9598040462376
rmse when k is  1997 435.9598040462376
rmse when k is  1998 435.9598040462376
rmse when k is  1999 435.9598040462376
rmse when k is  2000 435.9598040462376
rmse when k is  2001 435.9598040462376
rmse when k is  2002 435.9598040462376
rmse when k is  2003 435.9598040462376
rmse when k is  2004 435.9598040462376
rmse when k is  2005 435.9598040462376
rmse when k is  2006 435.9598040462376
rmse when k is  2007 435.9598040462376
rmse when k is  2008 435.9598040462376
rmse when k is  2009 435.9598040462376
rmse when k is  2010 435.9598040462376
rmse when k is  2011 435.9598040462376
rmse when k is  2012 435.9598040462376
rmse when k is  2013 435.9598040462376
rmse when k is  2014 435.9598040462376
rmse when k is  2015 435.9598040462376
rmse when k is  2016 435.9598040462376
rmse when k is  2017 435.9598040462376
rmse when k is  2018 435.9598040462376
rmse when k is  2019 435.9598040462376
rmse when k is  2020 435.9598040462376
rmse when k is  2021 435.9598040462376
rmse when k is  2022 435.9598040462376
rmse when k is  2023 435.9598040462376
rmse when k is  2024 435.9598040462376
rmse when k is  2025 435.9598040462376
rmse when k is  2026 435.9598040462376
rmse when k is  2027 435.9598040462376
rmse when k is  2028 435.9598040462376
rmse when k is  2029 435.9598040462376
rmse when k is  2030 435.9598040462376
rmse when k is  2031 435.9598040462376
rmse when k is  2032 435.9598040462376
rmse when k is  2033 435.9598040462376
rmse when k is  2034 435.9598040462376
rmse when k is  2035 435.9598040462376
rmse when k is  2036 435.9598040462376
rmse when k is  2037 435.9598040462376
rmse when k is  2038 435.9598040462376
rmse when k is  2039 435.9598040462376
rmse when k is  2040 435.9598040462376
rmse when k is  2041 435.9598040462376
rmse when k is  2042 435.9598040462376
rmse when k is  2043 435.9598040462376
rmse when k is  2044 435.9598040462376
rmse when k is  2045 435.9598040462376
rmse when k is  2046 435.9598040462376
rmse when k is  2047 435.9598040462376
rmse when k is  2048 435.9598040462376
rmse when k is  2049 435.9598040462376
rmse when k is  2050 435.9598040462376
rmse when k is  2051 435.9598040462376
rmse when k is  2052 435.9598040462376
rmse when k is  2053 435.9598040462376
rmse when k is  2054 435.9598040462376
rmse when k is  2055 435.9598040462376
rmse when k is  2056 435.9598040462376
rmse when k is  2057 435.9598040462376
rmse when k is  2058 435.9598040462376
rmse when k is  2059 435.9598040462376
rmse when k is  2060 435.9598040462376
rmse when k is  2061 435.9598040462376
rmse when k is  2062 435.9598040462376
rmse when k is  2063 435.9598040462376
rmse when k is  2064 435.9598040462376
rmse when k is  2065 435.9598040462376
rmse when k is  2066 435.9598040462376
rmse when k is  2067 435.9598040462376
rmse when k is  2068 435.9598040462376
rmse when k is  2069 435.9598040462376
rmse when k is  2070 435.9598040462376
rmse when k is  2071 435.9598040462376
rmse when k is  2072 435.9598040462376
rmse when k is  2073 435.9598040462376
rmse when k is  2074 435.9598040462376
rmse when k is  2075 435.9598040462376
rmse when k is  2076 435.9598040462376
rmse when k is  2077 435.9598040462376
rmse when k is  2078 435.9598040462376
rmse when k is  2079 435.9598040462376
rmse when k is  2080 435.9598040462376
rmse when k is  2081 435.9598040462376
rmse when k is  2082 435.9598040462376
rmse when k is  2083 435.9598040462376
rmse when k is  2084 435.9598040462376
rmse when k is  2085 435.9598040462376
rmse when k is  2086 435.9598040462376
rmse when k is  2087 435.9598040462376
rmse when k is  2088 435.9598040462376
rmse when k is  2089 435.9598040462376
rmse when k is  2090 435.9598040462376
rmse when k is  2091 435.9598040462376
rmse when k is  2092 435.9598040462376
rmse when k is  2093 435.9598040462376
rmse when k is  2094 435.9598040462376
rmse when k is  2095 435.9598040462376
rmse when k is  2096 435.9598040462376
rmse when k is  2097 435.9598040462376
rmse when k is  2098 435.9598040462376
rmse when k is  2099 435.9598040462376
rmse when k is  2100 435.9598040462376
rmse when k is  2101 435.9598040462376
rmse when k is  2102 435.9598040462376
rmse when k is  2103 435.9598040462376
rmse when k is  2104 435.9598040462376
rmse when k is  2105 435.9598040462376
rmse when k is  2106 435.9598040462376
rmse when k is  2107 435.9598040462376
rmse when k is  2108 435.9598040462376
rmse when k is  2109 435.9598040462376
rmse when k is  2110 435.9598040462376
rmse when k is  2111 435.9598040462376
rmse when k is  2112 435.9598040462376
rmse when k is  2113 435.9598040462376
rmse when k is  2114 435.9598040462376
rmse when k is  2115 435.9598040462376
rmse when k is  2116 435.9598040462376
rmse when k is  2117 435.9598040462376
rmse when k is  2118 435.9598040462376
rmse when k is  2119 435.9598040462376
rmse when k is  2120 435.9598040462376
rmse when k is  2121 435.9598040462376
rmse when k is  2122 435.9598040462376
rmse when k is  2123 435.9598040462376
rmse when k is  2124 435.9598040462376
rmse when k is  2125 435.9598040462376
rmse when k is  2126 435.9598040462376
rmse when k is  2127 435.9598040462376
rmse when k is  2128 435.9598040462376
rmse when k is  2129 435.9598040462376
rmse when k is  2130 435.9598040462376
rmse when k is  2131 435.9598040462376
rmse when k is  2132 435.9598040462376
rmse when k is  2133 435.9598040462376
rmse when k is  2134 435.9598040462376
rmse when k is  2135 435.9598040462376
rmse when k is  2136 435.9598040462376
rmse when k is  2137 435.9598040462376
rmse when k is  2138 435.9598040462376
rmse when k is  2139 435.9598040462376
rmse when k is  2140 435.9598040462376
rmse when k is  2141 435.9598040462376
rmse when k is  2142 435.9598040462376
rmse when k is  2143 435.9598040462376
rmse when k is  2144 435.9598040462376
rmse when k is  2145 435.9598040462376
rmse when k is  2146 435.9598040462376
rmse when k is  2147 435.9598040462376
rmse when k is  2148 435.9598040462376
rmse when k is  2149 435.9598040462376
rmse when k is  2150 435.9598040462376
rmse when k is  2151 435.9598040462376
rmse when k is  2152 435.9598040462376
rmse when k is  2153 435.9598040462376
rmse when k is  2154 435.9598040462376
rmse when k is  2155 435.9598040462376
rmse when k is  2156 435.9598040462376
rmse when k is  2157 435.9598040462376
rmse when k is  2158 435.9598040462376
rmse when k is  2159 435.9598040462376
rmse when k is  2160 435.9598040462376
rmse when k is  2161 435.9598040462376
rmse when k is  2162 435.9598040462376
rmse when k is  2163 435.9598040462376
rmse when k is  2164 435.9598040462376
rmse when k is  2165 435.9598040462376
rmse when k is  2166 435.9598040462376
rmse when k is  2167 435.9598040462376
rmse when k is  2168 435.9598040462376
rmse when k is  2169 435.9598040462376
rmse when k is  2170 435.9598040462376
rmse when k is  2171 435.9598040462376
rmse when k is  2172 435.9598040462376
rmse when k is  2173 435.9598040462376
rmse when k is  2174 435.9598040462376
rmse when k is  2175 435.9598040462376
rmse when k is  2176 435.9598040462376
rmse when k is  2177 435.9598040462376
rmse when k is  2178 435.9598040462376
rmse when k is  2179 435.9598040462376
rmse when k is  2180 435.9598040462376
rmse when k is  2181 435.9598040462376
rmse when k is  2182 435.9598040462376
rmse when k is  2183 435.9598040462376
rmse when k is  2184 435.9598040462376
rmse when k is  2185 435.9598040462376
rmse when k is  2186 435.9598040462376
rmse when k is  2187 435.9598040462376
rmse when k is  2188 435.9598040462376
rmse when k is  2189 435.9598040462376
rmse when k is  2190 435.9598040462376
rmse when k is  2191 435.9598040462376
rmse when k is  2192 435.9598040462376
rmse when k is  2193 435.9598040462376
rmse when k is  2194 435.9598040462376
rmse when k is  2195 435.9598040462376
rmse when k is  2196 435.9598040462376
rmse when k is  2197 435.9598040462376
rmse when k is  2198 435.9598040462376
rmse when k is  2199 435.9598040462376
rmse when k is  2200 435.9598040462376
rmse when k is  2201 435.9598040462376
rmse when k is  2202 435.9598040462376
rmse when k is  2203 435.9598040462376
rmse when k is  2204 435.9598040462376
rmse when k is  2205 435.9598040462376
rmse when k is  2206 435.9598040462376
rmse when k is  2207 435.9598040462376
rmse when k is  2208 435.9598040462376
rmse when k is  2209 435.9598040462376
rmse when k is  2210 435.9598040462376
rmse when k is  2211 435.9598040462376
rmse when k is  2212 435.9598040462376
rmse when k is  2213 435.9598040462376
rmse when k is  2214 435.9598040462376
rmse when k is  2215 435.9598040462376
rmse when k is  2216 435.9598040462376
rmse when k is  2217 435.9598040462376
rmse when k is  2218 435.9598040462376
rmse when k is  2219 435.9598040462376
rmse when k is  2220 435.9598040462376
rmse when k is  2221 435.9598040462376
rmse when k is  2222 435.9598040462376
rmse when k is  2223 435.9598040462376
rmse when k is  2224 435.9598040462376
rmse when k is  2225 435.9598040462376
rmse when k is  2226 435.9598040462376
rmse when k is  2227 435.9598040462376
rmse when k is  2228 435.9598040462376
rmse when k is  2229 435.9598040462376
rmse when k is  2230 435.9598040462376
rmse when k is  2231 435.9598040462376
rmse when k is  2232 435.9598040462376
rmse when k is  2233 435.9598040462376
rmse when k is  2234 435.9598040462376
rmse when k is  2235 435.9598040462376
rmse when k is  2236 435.9598040462376
rmse when k is  2237 435.9598040462376
rmse when k is  2238 435.9598040462376
rmse when k is  2239 435.9598040462376
rmse when k is  2240 435.9598040462376
rmse when k is  2241 435.9598040462376
rmse when k is  2242 435.9598040462376
rmse when k is  2243 435.9598040462376
rmse when k is  2244 435.9598040462376
rmse when k is  2245 435.9598040462376
rmse when k is  2246 435.9598040462376
rmse when k is  2247 435.9598040462376
rmse when k is  2248 435.9598040462376
rmse when k is  2249 435.9598040462376
rmse when k is  2250 435.9598040462376
rmse when k is  2251 435.9598040462376
rmse when k is  2252 435.9598040462376
rmse when k is  2253 435.9598040462376
rmse when k is  2254 435.9598040462376
rmse when k is  2255 435.9598040462376
rmse when k is  2256 435.9598040462376
rmse when k is  2257 435.9598040462376
rmse when k is  2258 435.9598040462376
rmse when k is  2259 435.9598040462376
rmse when k is  2260 435.9598040462376
rmse when k is  2261 435.9598040462376
rmse when k is  2262 435.9598040462376
rmse when k is  2263 435.9598040462376
rmse when k is  2264 435.9598040462376
rmse when k is  2265 435.9598040462376
rmse when k is  2266 435.9598040462376
rmse when k is  2267 435.9598040462376
rmse when k is  2268 435.9598040462376
rmse when k is  2269 435.9598040462376
rmse when k is  2270 435.9598040462376
rmse when k is  2271 435.9598040462376
rmse when k is  2272 435.9598040462376
rmse when k is  2273 435.9598040462376
rmse when k is  2274 435.9598040462376
rmse when k is  2275 435.9598040462376
rmse when k is  2276 435.9598040462376
rmse when k is  2277 435.9598040462376
rmse when k is  2278 435.9598040462376
rmse when k is  2279 435.9598040462376
rmse when k is  2280 435.9598040462376
rmse when k is  2281 435.9598040462376
rmse when k is  2282 435.9598040462376
rmse when k is  2283 435.9598040462376
rmse when k is  2284 435.9598040462376
rmse when k is  2285 435.9598040462376
rmse when k is  2286 435.9598040462376
rmse when k is  2287 435.9598040462376
rmse when k is  2288 435.9598040462376
rmse when k is  2289 435.9598040462376
rmse when k is  2290 435.9598040462376
rmse when k is  2291 435.9598040462376
rmse when k is  2292 435.9598040462376
rmse when k is  2293 435.9598040462376
rmse when k is  2294 435.9598040462376
rmse when k is  2295 435.9598040462376
rmse when k is  2296 435.9598040462376
rmse when k is  2297 435.9598040462376
rmse when k is  2298 435.9598040462376
rmse when k is  2299 435.9598040462376
rmse when k is  2300 435.9598040462376
rmse when k is  2301 435.9598040462376
rmse when k is  2302 435.9598040462376
rmse when k is  2303 435.9598040462376
rmse when k is  2304 435.9598040462376
rmse when k is  2305 435.9598040462376
rmse when k is  2306 435.9598040462376
rmse when k is  2307 435.9598040462376
rmse when k is  2308 435.9598040462376
rmse when k is  2309 435.9598040462376
rmse when k is  2310 435.9598040462376
rmse when k is  2311 435.9598040462376
rmse when k is  2312 435.9598040462376
rmse when k is  2313 435.9598040462376
rmse when k is  2314 435.9598040462376
rmse when k is  2315 435.9598040462376
rmse when k is  2316 435.9598040462376
rmse when k is  2317 435.9598040462376
rmse when k is  2318 435.9598040462376
rmse when k is  2319 435.9598040462376
rmse when k is  2320 435.9598040462376
rmse when k is  2321 435.9598040462376
rmse when k is  2322 435.9598040462376
rmse when k is  2323 435.9598040462376
rmse when k is  2324 435.9598040462376
rmse when k is  2325 435.9598040462376
rmse when k is  2326 435.9598040462376
rmse when k is  2327 435.9598040462376
rmse when k is  2328 435.9598040462376
rmse when k is  2329 435.9598040462376
rmse when k is  2330 435.9598040462376
rmse when k is  2331 435.9598040462376
rmse when k is  2332 435.9598040462376
rmse when k is  2333 435.9598040462376
rmse when k is  2334 435.9598040462376
rmse when k is  2335 435.9598040462376
rmse when k is  2336 435.9598040462376
rmse when k is  2337 435.9598040462376
rmse when k is  2338 435.9598040462376
rmse when k is  2339 435.9598040462376
rmse when k is  2340 435.9598040462376
rmse when k is  2341 435.9598040462376
rmse when k is  2342 435.9598040462376
rmse when k is  2343 435.9598040462376
rmse when k is  2344 435.9598040462376
rmse when k is  2345 435.9598040462376
rmse when k is  2346 435.9598040462376
rmse when k is  2347 435.9598040462376
rmse when k is  2348 435.9598040462376
rmse when k is  2349 435.9598040462376
rmse when k is  2350 435.9598040462376
rmse when k is  2351 435.9598040462376
rmse when k is  2352 435.9598040462376
rmse when k is  2353 435.9598040462376
rmse when k is  2354 435.9598040462376
rmse when k is  2355 435.9598040462376
rmse when k is  2356 435.9598040462376
rmse when k is  2357 435.9598040462376
rmse when k is  2358 435.9598040462376
rmse when k is  2359 435.9598040462376
rmse when k is  2360 435.9598040462376
rmse when k is  2361 435.9598040462376
rmse when k is  2362 435.9598040462376
rmse when k is  2363 435.9598040462376
rmse when k is  2364 435.9598040462376
rmse when k is  2365 435.9598040462376
rmse when k is  2366 435.9598040462376
rmse when k is  2367 435.9598040462376
rmse when k is  2368 435.9598040462376
rmse when k is  2369 435.9598040462376
rmse when k is  2370 435.9598040462376
rmse when k is  2371 435.9598040462376
rmse when k is  2372 435.9598040462376
rmse when k is  2373 435.9598040462376
rmse when k is  2374 435.9598040462376
rmse when k is  2375 435.9598040462376
rmse when k is  2376 435.9598040462376
rmse when k is  2377 435.9598040462376
rmse when k is  2378 435.9598040462376
rmse when k is  2379 435.9598040462376
rmse when k is  2380 435.9598040462376
rmse when k is  2381 435.9598040462376
rmse when k is  2382 435.9598040462376
rmse when k is  2383 435.9598040462376
rmse when k is  2384 435.9598040462376
rmse when k is  2385 435.9598040462376
rmse when k is  2386 435.9598040462376
rmse when k is  2387 435.9598040462376
rmse when k is  2388 435.9598040462376
rmse when k is  2389 435.9598040462376
rmse when k is  2390 435.9598040462376
rmse when k is  2391 435.9598040462376
rmse when k is  2392 435.9598040462376
rmse when k is  2393 435.9598040462376
rmse when k is  2394 435.9598040462376
rmse when k is  2395 435.9598040462376
rmse when k is  2396 435.9598040462376
rmse when k is  2397 435.9598040462376
rmse when k is  2398 435.9598040462376
rmse when k is  2399 435.9598040462376
rmse when k is  2400 435.9598040462376
rmse when k is  2401 435.9598040462376
rmse when k is  2402 435.9598040462376
rmse when k is  2403 435.9598040462376
rmse when k is  2404 435.9598040462376
rmse when k is  2405 435.9598040462376
rmse when k is  2406 435.9598040462376
rmse when k is  2407 435.9598040462376
rmse when k is  2408 435.9598040462376
rmse when k is  2409 435.9598040462376
rmse when k is  2410 435.9598040462376
rmse when k is  2411 435.9598040462376
rmse when k is  2412 435.9598040462376
rmse when k is  2413 435.9598040462376
rmse when k is  2414 435.9598040462376
rmse when k is  2415 435.9598040462376
rmse when k is  2416 435.9598040462376
rmse when k is  2417 435.9598040462376
rmse when k is  2418 435.9598040462376
rmse when k is  2419 435.9598040462376
rmse when k is  2420 435.9598040462376
rmse when k is  2421 435.9598040462376
rmse when k is  2422 435.9598040462376
rmse when k is  2423 435.9598040462376
rmse when k is  2424 435.9598040462376
rmse when k is  2425 435.9598040462376
rmse when k is  2426 435.9598040462376
rmse when k is  2427 435.9598040462376
rmse when k is  2428 435.9598040462376
rmse when k is  2429 435.9598040462376
rmse when k is  2430 435.9598040462376
rmse when k is  2431 435.9598040462376
rmse when k is  2432 435.9598040462376
rmse when k is  2433 435.9598040462376
rmse when k is  2434 435.9598040462376
rmse when k is  2435 435.9598040462376
rmse when k is  2436 435.9598040462376
rmse when k is  2437 435.9598040462376
rmse when k is  2438 435.9598040462376
rmse when k is  2439 435.9598040462376
rmse when k is  2440 435.9598040462376
rmse when k is  2441 435.9598040462376
rmse when k is  2442 435.9598040462376
rmse when k is  2443 435.9598040462376
rmse when k is  2444 435.9598040462376
rmse when k is  2445 435.9598040462376
rmse when k is  2446 435.9598040462376
rmse when k is  2447 435.9598040462376
rmse when k is  2448 435.9598040462376
rmse when k is  2449 435.9598040462376
rmse when k is  2450 435.9598040462376
rmse when k is  2451 435.9598040462376
rmse when k is  2452 435.9598040462376
rmse when k is  2453 435.9598040462376
rmse when k is  2454 435.9598040462376
rmse when k is  2455 435.9598040462376
rmse when k is  2456 435.9598040462376
rmse when k is  2457 435.9598040462376
rmse when k is  2458 435.9598040462376
rmse when k is  2459 435.9598040462376
rmse when k is  2460 435.9598040462376
rmse when k is  2461 435.9598040462376
rmse when k is  2462 435.9598040462376
rmse when k is  2463 435.9598040462376
rmse when k is  2464 435.9598040462376
rmse when k is  2465 435.9598040462376
rmse when k is  2466 435.9598040462376
rmse when k is  2467 435.9598040462376
rmse when k is  2468 435.9598040462376
rmse when k is  2469 435.9598040462376
rmse when k is  2470 435.9598040462376
rmse when k is  2471 435.9598040462376
rmse when k is  2472 435.9598040462376
rmse when k is  2473 435.9598040462376
rmse when k is  2474 435.9598040462376
rmse when k is  2475 435.9598040462376
rmse when k is  2476 435.9598040462376
rmse when k is  2477 435.9598040462376
rmse when k is  2478 435.9598040462376
rmse when k is  2479 435.9598040462376
rmse when k is  2480 435.9598040462376
rmse when k is  2481 435.9598040462376
rmse when k is  2482 435.9598040462376
rmse when k is  2483 435.9598040462376
rmse when k is  2484 435.9598040462376
rmse when k is  2485 435.9598040462376
rmse when k is  2486 435.9598040462376
rmse when k is  2487 435.9598040462376
rmse when k is  2488 435.9598040462376
rmse when k is  2489 435.9598040462376
rmse when k is  2490 435.9598040462376
rmse when k is  2491 435.9598040462376
rmse when k is  2492 435.9598040462376
rmse when k is  2493 435.9598040462376
rmse when k is  2494 435.9598040462376
rmse when k is  2495 435.9598040462376
rmse when k is  2496 435.9598040462376
rmse when k is  2497 435.9598040462376
rmse when k is  2498 435.9598040462376
rmse when k is  2499 435.9598040462376
rmse when k is  2500 435.9598040462376
rmse when k is  2501 435.9598040462376
rmse when k is  2502 435.9598040462376
rmse when k is  2503 435.9598040462376
rmse when k is  2504 435.9598040462376
rmse when k is  2505 435.9598040462376
rmse when k is  2506 435.9598040462376
rmse when k is  2507 435.9598040462376
rmse when k is  2508 435.9598040462376
rmse when k is  2509 435.9598040462376
rmse when k is  2510 435.9598040462376
rmse when k is  2511 435.9598040462376
rmse when k is  2512 435.9598040462376
rmse when k is  2513 435.9598040462376
rmse when k is  2514 435.9598040462376
rmse when k is  2515 435.9598040462376
rmse when k is  2516 435.9598040462376
rmse when k is  2517 435.9598040462376
rmse when k is  2518 435.9598040462376
rmse when k is  2519 435.9598040462376
rmse when k is  2520 435.9598040462376
rmse when k is  2521 435.9598040462376
rmse when k is  2522 435.9598040462376
rmse when k is  2523 435.9598040462376
rmse when k is  2524 435.9598040462376
rmse when k is  2525 435.9598040462376
rmse when k is  2526 435.9598040462376
rmse when k is  2527 435.9598040462376
rmse when k is  2528 435.9598040462376
rmse when k is  2529 435.9598040462376
rmse when k is  2530 435.9598040462376
rmse when k is  2531 435.9598040462376
rmse when k is  2532 435.9598040462376
rmse when k is  2533 435.9598040462376
rmse when k is  2534 435.9598040462376
rmse when k is  2535 435.9598040462376
rmse when k is  2536 435.9598040462376
rmse when k is  2537 435.9598040462376
rmse when k is  2538 435.9598040462376
rmse when k is  2539 435.9598040462376
rmse when k is  2540 435.9598040462376
rmse when k is  2541 435.9598040462376
rmse when k is  2542 435.9598040462376
rmse when k is  2543 435.9598040462376
rmse when k is  2544 435.9598040462376
rmse when k is  2545 435.9598040462376
rmse when k is  2546 435.9598040462376
rmse when k is  2547 435.9598040462376
rmse when k is  2548 435.9598040462376
rmse when k is  2549 435.9598040462376
rmse when k is  2550 435.9598040462376
rmse when k is  2551 435.9598040462376
rmse when k is  2552 435.9598040462376
rmse when k is  2553 435.9598040462376
rmse when k is  2554 435.9598040462376
rmse when k is  2555 435.9598040462376
rmse when k is  2556 435.9598040462376
rmse when k is  2557 435.9598040462376
rmse when k is  2558 435.9598040462376
rmse when k is  2559 435.9598040462376
rmse when k is  2560 435.9598040462376
rmse when k is  2561 435.9598040462376
rmse when k is  2562 435.9598040462376
rmse when k is  2563 435.9598040462376
rmse when k is  2564 435.9598040462376
rmse when k is  2565 435.9598040462376
rmse when k is  2566 435.9598040462376
rmse when k is  2567 435.9598040462376
rmse when k is  2568 435.9598040462376
rmse when k is  2569 435.9598040462376
rmse when k is  2570 435.9598040462376
rmse when k is  2571 435.9598040462376
rmse when k is  2572 435.9598040462376
rmse when k is  2573 435.9598040462376
rmse when k is  2574 435.9598040462376
rmse when k is  2575 435.9598040462376
rmse when k is  2576 435.9598040462376
rmse when k is  2577 435.9598040462376
rmse when k is  2578 435.9598040462376
rmse when k is  2579 435.9598040462376
rmse when k is  2580 435.9598040462376
rmse when k is  2581 435.9598040462376
rmse when k is  2582 435.9598040462376
rmse when k is  2583 435.9598040462376
rmse when k is  2584 435.9598040462376
rmse when k is  2585 435.9598040462376
rmse when k is  2586 435.9598040462376
rmse when k is  2587 435.9598040462376
rmse when k is  2588 435.9598040462376
rmse when k is  2589 435.9598040462376
rmse when k is  2590 435.9598040462376
rmse when k is  2591 435.9598040462376
rmse when k is  2592 435.9598040462376
rmse when k is  2593 435.9598040462376
rmse when k is  2594 435.9598040462376
rmse when k is  2595 435.9598040462376
rmse when k is  2596 435.9598040462376
rmse when k is  2597 435.9598040462376
rmse when k is  2598 435.9598040462376
rmse when k is  2599 435.9598040462376
rmse when k is  2600 435.9598040462376
rmse when k is  2601 435.9598040462376
rmse when k is  2602 435.9598040462376
rmse when k is  2603 435.9598040462376
rmse when k is  2604 435.9598040462376
rmse when k is  2605 435.9598040462376
rmse when k is  2606 435.9598040462376
rmse when k is  2607 435.9598040462376
rmse when k is  2608 435.9598040462376
rmse when k is  2609 435.9598040462376
rmse when k is  2610 435.9598040462376
rmse when k is  2611 435.9598040462376
rmse when k is  2612 435.9598040462376
rmse when k is  2613 435.9598040462376
rmse when k is  2614 435.9598040462376
rmse when k is  2615 435.9598040462376
rmse when k is  2616 435.9598040462376
rmse when k is  2617 435.9598040462376
rmse when k is  2618 435.9598040462376
rmse when k is  2619 435.9598040462376
rmse when k is  2620 435.9598040462376
rmse when k is  2621 435.9598040462376
rmse when k is  2622 435.9598040462376
rmse when k is  2623 435.9598040462376
rmse when k is  2624 435.9598040462376
rmse when k is  2625 435.9598040462376
rmse when k is  2626 435.9598040462376
rmse when k is  2627 435.9598040462376
rmse when k is  2628 435.9598040462376
rmse when k is  2629 435.9598040462376
rmse when k is  2630 435.9598040462376
rmse when k is  2631 435.9598040462376
rmse when k is  2632 435.9598040462376
rmse when k is  2633 435.9598040462376
rmse when k is  2634 435.9598040462376
rmse when k is  2635 435.9598040462376
rmse when k is  2636 435.9598040462376
rmse when k is  2637 435.9598040462376
rmse when k is  2638 435.9598040462376
rmse when k is  2639 435.9598040462376
rmse when k is  2640 435.9598040462376
rmse when k is  2641 435.9598040462376
rmse when k is  2642 435.9598040462376
rmse when k is  2643 435.9598040462376
rmse when k is  2644 435.9598040462376
rmse when k is  2645 435.9598040462376
rmse when k is  2646 435.9598040462376
rmse when k is  2647 435.9598040462376
rmse when k is  2648 435.9598040462376
rmse when k is  2649 435.9598040462376
rmse when k is  2650 435.9598040462376
rmse when k is  2651 435.9598040462376
rmse when k is  2652 435.9598040462376
rmse when k is  2653 435.9598040462376
rmse when k is  2654 435.9598040462376
rmse when k is  2655 435.9598040462376
rmse when k is  2656 435.9598040462376
rmse when k is  2657 435.9598040462376
rmse when k is  2658 435.9598040462376
rmse when k is  2659 435.9598040462376
rmse when k is  2660 435.9598040462376
rmse when k is  2661 435.9598040462376
rmse when k is  2662 435.9598040462376
rmse when k is  2663 435.9598040462376
rmse when k is  2664 435.9598040462376
rmse when k is  2665 435.9598040462376
rmse when k is  2666 435.9598040462376
rmse when k is  2667 435.9598040462376
rmse when k is  2668 435.9598040462376
rmse when k is  2669 435.9598040462376
rmse when k is  2670 435.9598040462376
rmse when k is  2671 435.9598040462376
rmse when k is  2672 435.9598040462376
rmse when k is  2673 435.9598040462376
rmse when k is  2674 435.9598040462376
rmse when k is  2675 435.9598040462376
rmse when k is  2676 435.9598040462376
rmse when k is  2677 435.9598040462376
rmse when k is  2678 435.9598040462376
rmse when k is  2679 435.9598040462376
rmse when k is  2680 435.9598040462376
rmse when k is  2681 435.9598040462376
rmse when k is  2682 435.9598040462376
rmse when k is  2683 435.9598040462376
rmse when k is  2684 435.9598040462376
rmse when k is  2685 435.9598040462376
rmse when k is  2686 435.9598040462376
rmse when k is  2687 435.9598040462376
rmse when k is  2688 435.9598040462376
rmse when k is  2689 435.9598040462376
rmse when k is  2690 435.9598040462376
rmse when k is  2691 435.9598040462376
rmse when k is  2692 435.9598040462376
rmse when k is  2693 435.9598040462376
rmse when k is  2694 435.9598040462376
rmse when k is  2695 435.9598040462376
rmse when k is  2696 435.9598040462376
rmse when k is  2697 435.9598040462376
rmse when k is  2698 435.9598040462376
rmse when k is  2699 435.9598040462376
rmse when k is  2700 435.9598040462376
rmse when k is  2701 435.9598040462376
rmse when k is  2702 435.9598040462376
rmse when k is  2703 435.9598040462376
rmse when k is  2704 435.9598040462376
rmse when k is  2705 435.9598040462376
rmse when k is  2706 435.9598040462376
rmse when k is  2707 435.9598040462376
rmse when k is  2708 435.9598040462376
rmse when k is  2709 435.9598040462376
rmse when k is  2710 435.9598040462376
rmse when k is  2711 435.9598040462376
rmse when k is  2712 435.9598040462376
rmse when k is  2713 435.9598040462376
rmse when k is  2714 435.9598040462376
rmse when k is  2715 435.9598040462376
rmse when k is  2716 435.9598040462376
rmse when k is  2717 435.9598040462376
rmse when k is  2718 435.9598040462376
rmse when k is  2719 435.9598040462376
rmse when k is  2720 435.9598040462376
rmse when k is  2721 435.9598040462376
rmse when k is  2722 435.9598040462376
rmse when k is  2723 435.9598040462376
rmse when k is  2724 435.9598040462376
rmse when k is  2725 435.9598040462376
rmse when k is  2726 435.9598040462376
rmse when k is  2727 435.9598040462376
rmse when k is  2728 435.9598040462376
rmse when k is  2729 435.9598040462376
rmse when k is  2730 435.9598040462376
rmse when k is  2731 435.9598040462376
rmse when k is  2732 435.9598040462376
rmse when k is  2733 435.9598040462376
rmse when k is  2734 435.9598040462376
rmse when k is  2735 435.9598040462376
rmse when k is  2736 435.9598040462376
rmse when k is  2737 435.9598040462376
rmse when k is  2738 435.9598040462376
rmse when k is  2739 435.9598040462376
rmse when k is  2740 435.9598040462376
rmse when k is  2741 435.9598040462376
rmse when k is  2742 435.9598040462376
rmse when k is  2743 435.9598040462376
rmse when k is  2744 435.9598040462376
rmse when k is  2745 435.9598040462376
rmse when k is  2746 435.9598040462376
rmse when k is  2747 435.9598040462376
rmse when k is  2748 435.9598040462376
rmse when k is  2749 435.9598040462376
rmse when k is  2750 435.9598040462376
rmse when k is  2751 435.9598040462376
rmse when k is  2752 435.9598040462376
rmse when k is  2753 435.9598040462376
rmse when k is  2754 435.9598040462376
rmse when k is  2755 435.9598040462376
rmse when k is  2756 435.9598040462376
rmse when k is  2757 435.9598040462376
rmse when k is  2758 435.9598040462376
rmse when k is  2759 435.9598040462376
rmse when k is  2760 435.9598040462376
rmse when k is  2761 435.9598040462376
rmse when k is  2762 435.9598040462376
rmse when k is  2763 435.9598040462376
rmse when k is  2764 435.9598040462376
rmse when k is  2765 435.9598040462376
rmse when k is  2766 435.9598040462376
rmse when k is  2767 435.9598040462376
rmse when k is  2768 435.9598040462376
rmse when k is  2769 435.9598040462376
rmse when k is  2770 435.9598040462376
rmse when k is  2771 435.9598040462376
rmse when k is  2772 435.9598040462376
rmse when k is  2773 435.9598040462376
rmse when k is  2774 435.9598040462376
rmse when k is  2775 435.9598040462376
rmse when k is  2776 435.9598040462376
rmse when k is  2777 435.9598040462376
rmse when k is  2778 435.9598040462376
rmse when k is  2779 435.9598040462376
rmse when k is  2780 435.9598040462376
rmse when k is  2781 435.9598040462376
rmse when k is  2782 435.9598040462376
rmse when k is  2783 435.9598040462376
rmse when k is  2784 435.9598040462376
rmse when k is  2785 435.9598040462376
rmse when k is  2786 435.9598040462376
rmse when k is  2787 435.9598040462376
rmse when k is  2788 435.9598040462376
rmse when k is  2789 435.9598040462376
rmse when k is  2790 435.9598040462376
rmse when k is  2791 435.9598040462376
rmse when k is  2792 435.9598040462376
rmse when k is  2793 435.9598040462376
rmse when k is  2794 435.9598040462376
rmse when k is  2795 435.9598040462376
rmse when k is  2796 435.9598040462376
rmse when k is  2797 435.9598040462376
rmse when k is  2798 435.9598040462376
rmse when k is  2799 435.9598040462376
rmse when k is  2800 435.9598040462376
rmse when k is  2801 435.9598040462376
rmse when k is  2802 435.9598040462376
rmse when k is  2803 435.9598040462376
rmse when k is  2804 435.9598040462376
rmse when k is  2805 435.9598040462376
rmse when k is  2806 435.9598040462376
rmse when k is  2807 435.9598040462376
rmse when k is  2808 435.9598040462376
rmse when k is  2809 435.9598040462376
rmse when k is  2810 435.9598040462376
rmse when k is  2811 435.9598040462376
rmse when k is  2812 435.9598040462376
rmse when k is  2813 435.9598040462376
rmse when k is  2814 435.9598040462376
rmse when k is  2815 435.9598040462376
rmse when k is  2816 435.9598040462376
rmse when k is  2817 435.9598040462376
rmse when k is  2818 435.9598040462376
rmse when k is  2819 435.9598040462376
rmse when k is  2820 435.9598040462376
rmse when k is  2821 435.9598040462376
rmse when k is  2822 435.9598040462376
rmse when k is  2823 435.9598040462376
rmse when k is  2824 435.9598040462376
rmse when k is  2825 435.9598040462376
rmse when k is  2826 435.9598040462376
rmse when k is  2827 435.9598040462376
rmse when k is  2828 435.9598040462376
rmse when k is  2829 435.9598040462376
rmse when k is  2830 435.9598040462376
rmse when k is  2831 435.9598040462376
rmse when k is  2832 435.9598040462376
rmse when k is  2833 435.9598040462376
rmse when k is  2834 435.9598040462376
rmse when k is  2835 435.9598040462376
rmse when k is  2836 435.9598040462376
rmse when k is  2837 435.9598040462376
rmse when k is  2838 435.9598040462376
rmse when k is  2839 435.9598040462376
rmse when k is  2840 435.9598040462376
rmse when k is  2841 435.9598040462376
rmse when k is  2842 435.9598040462376
rmse when k is  2843 435.9598040462376
rmse when k is  2844 435.9598040462376
rmse when k is  2845 435.9598040462376
rmse when k is  2846 435.9598040462376
rmse when k is  2847 435.9598040462376
rmse when k is  2848 435.9598040462376
rmse when k is  2849 435.9598040462376
rmse when k is  2850 435.9598040462376
rmse when k is  2851 435.9598040462376
rmse when k is  2852 435.9598040462376
rmse when k is  2853 435.9598040462376
rmse when k is  2854 435.9598040462376
rmse when k is  2855 435.9598040462376
rmse when k is  2856 435.9598040462376
rmse when k is  2857 435.9598040462376
rmse when k is  2858 435.9598040462376
rmse when k is  2859 435.9598040462376
rmse when k is  2860 435.9598040462376
rmse when k is  2861 435.9598040462376
rmse when k is  2862 435.9598040462376
rmse when k is  2863 435.9598040462376
rmse when k is  2864 435.9598040462376
rmse when k is  2865 435.9598040462376
rmse when k is  2866 435.9598040462376
rmse when k is  2867 435.9598040462376
rmse when k is  2868 435.9598040462376
rmse when k is  2869 435.9598040462376
rmse when k is  2870 435.9598040462376
rmse when k is  2871 435.9598040462376
rmse when k is  2872 435.9598040462376
rmse when k is  2873 435.9598040462376
rmse when k is  2874 435.9598040462376
rmse when k is  2875 435.9598040462376
rmse when k is  2876 435.9598040462376
rmse when k is  2877 435.9598040462376
rmse when k is  2878 435.9598040462376
rmse when k is  2879 435.9598040462376
rmse when k is  2880 435.9598040462376
rmse when k is  2881 435.9598040462376
rmse when k is  2882 435.9598040462376
rmse when k is  2883 435.9598040462376
rmse when k is  2884 435.9598040462376
rmse when k is  2885 435.9598040462376
rmse when k is  2886 435.9598040462376
rmse when k is  2887 435.9598040462376
rmse when k is  2888 435.9598040462376
rmse when k is  2889 435.9598040462376
rmse when k is  2890 435.9598040462376
rmse when k is  2891 435.9598040462376
rmse when k is  2892 435.9598040462376
rmse when k is  2893 435.9598040462376
rmse when k is  2894 435.9598040462376
rmse when k is  2895 435.9598040462376
rmse when k is  2896 435.9598040462376
rmse when k is  2897 435.9598040462376
rmse when k is  2898 435.9598040462376
rmse when k is  2899 435.9598040462376
rmse when k is  2900 435.9598040462376
rmse when k is  2901 435.9598040462376
rmse when k is  2902 435.9598040462376
rmse when k is  2903 435.9598040462376
rmse when k is  2904 435.9598040462376
rmse when k is  2905 435.9598040462376
rmse when k is  2906 435.9598040462376
rmse when k is  2907 435.9598040462376
rmse when k is  2908 435.9598040462376
rmse when k is  2909 435.9598040462376
rmse when k is  2910 435.9598040462376
rmse when k is  2911 435.9598040462376
rmse when k is  2912 435.9598040462376
rmse when k is  2913 435.9598040462376
rmse when k is  2914 435.9598040462376
rmse when k is  2915 435.9598040462376
rmse when k is  2916 435.9598040462376
rmse when k is  2917 435.9598040462376
rmse when k is  2918 435.9598040462376
rmse when k is  2919 435.9598040462376
rmse when k is  2920 435.9598040462376
rmse when k is  2921 435.9598040462376
rmse when k is  2922 435.9598040462376
rmse when k is  2923 435.9598040462376
rmse when k is  2924 435.9598040462376
rmse when k is  2925 435.9598040462376
rmse when k is  2926 435.9598040462376
rmse when k is  2927 435.9598040462376
rmse when k is  2928 435.9598040462376
rmse when k is  2929 435.9598040462376
rmse when k is  2930 435.9598040462376
rmse when k is  2931 435.9598040462376
rmse when k is  2932 435.9598040462376
rmse when k is  2933 435.9598040462376
rmse when k is  2934 435.9598040462376
rmse when k is  2935 435.9598040462376
rmse when k is  2936 435.9598040462376
rmse when k is  2937 435.9598040462376
rmse when k is  2938 435.9598040462376
rmse when k is  2939 435.9598040462376
rmse when k is  2940 435.9598040462376
rmse when k is  2941 435.9598040462376
rmse when k is  2942 435.9598040462376
rmse when k is  2943 435.9598040462376
rmse when k is  2944 435.9598040462376
rmse when k is  2945 435.9598040462376
rmse when k is  2946 435.9598040462376
rmse when k is  2947 435.9598040462376
rmse when k is  2948 435.9598040462376
rmse when k is  2949 435.9598040462376
rmse when k is  2950 435.9598040462376
rmse when k is  2951 435.9598040462376
rmse when k is  2952 435.9598040462376
rmse when k is  2953 435.9598040462376
rmse when k is  2954 435.9598040462376
rmse when k is  2955 435.9598040462376
rmse when k is  2956 435.9598040462376
rmse when k is  2957 435.9598040462376
rmse when k is  2958 435.9598040462376
rmse when k is  2959 435.9598040462376
rmse when k is  2960 435.9598040462376
rmse when k is  2961 435.9598040462376
rmse when k is  2962 435.9598040462376
rmse when k is  2963 435.9598040462376
rmse when k is  2964 435.9598040462376
rmse when k is  2965 435.9598040462376
rmse when k is  2966 435.9598040462376
rmse when k is  2967 435.9598040462376
rmse when k is  2968 435.9598040462376
rmse when k is  2969 435.9598040462376
rmse when k is  2970 435.9598040462376
rmse when k is  2971 435.9598040462376
rmse when k is  2972 435.9598040462376
rmse when k is  2973 435.9598040462376
rmse when k is  2974 435.9598040462376
rmse when k is  2975 435.9598040462376
rmse when k is  2976 435.9598040462376
rmse when k is  2977 435.9598040462376
rmse when k is  2978 435.9598040462376
rmse when k is  2979 435.9598040462376
rmse when k is  2980 435.9598040462376
rmse when k is  2981 435.9598040462376
rmse when k is  2982 435.9598040462376
rmse when k is  2983 435.9598040462376
rmse when k is  2984 435.9598040462376
rmse when k is  2985 435.9598040462376
rmse when k is  2986 435.9598040462376
rmse when k is  2987 435.9598040462376
rmse when k is  2988 435.9598040462376
rmse when k is  2989 435.9598040462376
rmse when k is  2990 435.9598040462376
rmse when k is  2991 435.9598040462376
rmse when k is  2992 435.9598040462376
rmse when k is  2993 435.9598040462376
rmse when k is  2994 435.9598040462376
rmse when k is  2995 435.9598040462376
rmse when k is  2996 435.9598040462376
rmse when k is  2997 435.9598040462376
rmse when k is  2998 435.9598040462376
rmse when k is  2999 435.9598040462376
rmse when k is  3000 435.9598040462376
rmse when k is  3001 435.9598040462376
rmse when k is  3002 435.9598040462376
rmse when k is  3003 435.9598040462376
rmse when k is  3004 435.9598040462376
rmse when k is  3005 435.9598040462376
rmse when k is  3006 435.9598040462376
rmse when k is  3007 435.9598040462376
rmse when k is  3008 435.9598040462376
rmse when k is  3009 435.9598040462376
rmse when k is  3010 435.9598040462376
rmse when k is  3011 435.9598040462376
rmse when k is  3012 435.9598040462376
rmse when k is  3013 435.9598040462376
rmse when k is  3014 435.9598040462376
rmse when k is  3015 435.9598040462376
rmse when k is  3016 435.9598040462376
rmse when k is  3017 435.9598040462376
rmse when k is  3018 435.9598040462376
rmse when k is  3019 435.9598040462376
rmse when k is  3020 435.9598040462376
rmse when k is  3021 435.9598040462376
rmse when k is  3022 435.9598040462376
rmse when k is  3023 435.9598040462376
rmse when k is  3024 435.9598040462376
rmse when k is  3025 435.9598040462376
rmse when k is  3026 435.9598040462376
rmse when k is  3027 435.9598040462376
rmse when k is  3028 435.9598040462376
rmse when k is  3029 435.9598040462376
rmse when k is  3030 435.9598040462376
rmse when k is  3031 435.9598040462376
rmse when k is  3032 435.9598040462376
rmse when k is  3033 435.9598040462376
rmse when k is  3034 435.9598040462376
rmse when k is  3035 435.9598040462376
rmse when k is  3036 435.9598040462376
rmse when k is  3037 435.9598040462376
rmse when k is  3038 435.9598040462376
rmse when k is  3039 435.9598040462376
rmse when k is  3040 435.9598040462376
rmse when k is  3041 435.9598040462376
rmse when k is  3042 435.9598040462376
rmse when k is  3043 435.9598040462376
rmse when k is  3044 435.9598040462376
rmse when k is  3045 435.9598040462376
rmse when k is  3046 435.9598040462376
rmse when k is  3047 435.9598040462376
rmse when k is  3048 435.9598040462376
rmse when k is  3049 435.9598040462376
rmse when k is  3050 435.9598040462376
rmse when k is  3051 435.9598040462376
rmse when k is  3052 435.9598040462376
rmse when k is  3053 435.9598040462376
rmse when k is  3054 435.9598040462376
rmse when k is  3055 435.9598040462376
rmse when k is  3056 435.9598040462376
rmse when k is  3057 435.9598040462376
rmse when k is  3058 435.9598040462376
rmse when k is  3059 435.9598040462376
rmse when k is  3060 435.9598040462376
rmse when k is  3061 435.9598040462376
rmse when k is  3062 435.9598040462376
rmse when k is  3063 435.9598040462376
rmse when k is  3064 435.9598040462376
rmse when k is  3065 435.9598040462376
rmse when k is  3066 435.9598040462376
rmse when k is  3067 435.9598040462376
rmse when k is  3068 435.9598040462376
rmse when k is  3069 435.9598040462376
rmse when k is  3070 435.9598040462376
rmse when k is  3071 435.9598040462376
rmse when k is  3072 435.9598040462376
rmse when k is  3073 435.9598040462376
rmse when k is  3074 435.9598040462376
rmse when k is  3075 435.9598040462376
rmse when k is  3076 435.9598040462376
rmse when k is  3077 435.9598040462376
rmse when k is  3078 435.9598040462376
rmse when k is  3079 435.9598040462376
rmse when k is  3080 435.9598040462376
rmse when k is  3081 435.9598040462376
rmse when k is  3082 435.9598040462376
rmse when k is  3083 435.9598040462376
rmse when k is  3084 435.9598040462376
rmse when k is  3085 435.9598040462376
rmse when k is  3086 435.9598040462376
rmse when k is  3087 435.9598040462376
rmse when k is  3088 435.9598040462376
rmse when k is  3089 435.9598040462376
rmse when k is  3090 435.9598040462376
rmse when k is  3091 435.9598040462376
rmse when k is  3092 435.9598040462376
rmse when k is  3093 435.9598040462376
rmse when k is  3094 435.9598040462376
rmse when k is  3095 435.9598040462376
rmse when k is  3096 435.9598040462376
rmse when k is  3097 435.9598040462376
rmse when k is  3098 435.9598040462376
rmse when k is  3099 435.9598040462376
rmse when k is  3100 435.9598040462376
rmse when k is  3101 435.9598040462376
rmse when k is  3102 435.9598040462376
rmse when k is  3103 435.9598040462376
rmse when k is  3104 435.9598040462376
rmse when k is  3105 435.9598040462376
rmse when k is  3106 435.9598040462376
rmse when k is  3107 435.9598040462376
rmse when k is  3108 435.9598040462376
rmse when k is  3109 435.9598040462376
rmse when k is  3110 435.9598040462376
rmse when k is  3111 435.9598040462376
rmse when k is  3112 435.9598040462376
rmse when k is  3113 435.9598040462376
rmse when k is  3114 435.9598040462376
rmse when k is  3115 435.9598040462376
rmse when k is  3116 435.9598040462376
rmse when k is  3117 435.9598040462376
rmse when k is  3118 435.9598040462376
rmse when k is  3119 435.9598040462376
rmse when k is  3120 435.9598040462376
rmse when k is  3121 435.9598040462376
rmse when k is  3122 435.9598040462376
rmse when k is  3123 435.9598040462376
rmse when k is  3124 435.9598040462376
rmse when k is  3125 435.9598040462376
rmse when k is  3126 435.9598040462376
rmse when k is  3127 435.9598040462376
rmse when k is  3128 435.9598040462376
rmse when k is  3129 435.9598040462376
rmse when k is  3130 435.9598040462376
rmse when k is  3131 435.9598040462376
rmse when k is  3132 435.9598040462376
rmse when k is  3133 435.9598040462376
rmse when k is  3134 435.9598040462376
rmse when k is  3135 435.9598040462376
rmse when k is  3136 435.9598040462376
rmse when k is  3137 435.9598040462376
rmse when k is  3138 435.9598040462376
rmse when k is  3139 435.9598040462376
rmse when k is  3140 435.9598040462376
rmse when k is  3141 435.9598040462376
rmse when k is  3142 435.9598040462376
rmse when k is  3143 435.9598040462376
rmse when k is  3144 435.9598040462376
rmse when k is  3145 435.9598040462376
rmse when k is  3146 435.9598040462376
rmse when k is  3147 435.9598040462376
rmse when k is  3148 435.9598040462376
rmse when k is  3149 435.9598040462376
rmse when k is  3150 435.9598040462376
rmse when k is  3151 435.9598040462376
rmse when k is  3152 435.9598040462376
rmse when k is  3153 435.9598040462376
rmse when k is  3154 435.9598040462376
rmse when k is  3155 435.9598040462376
rmse when k is  3156 435.9598040462376
rmse when k is  3157 435.9598040462376
rmse when k is  3158 435.9598040462376
rmse when k is  3159 435.9598040462376
rmse when k is  3160 435.9598040462376
rmse when k is  3161 435.9598040462376
rmse when k is  3162 435.9598040462376
rmse when k is  3163 435.9598040462376
rmse when k is  3164 435.9598040462376
rmse when k is  3165 435.9598040462376
rmse when k is  3166 435.9598040462376
rmse when k is  3167 435.9598040462376
rmse when k is  3168 435.9598040462376
rmse when k is  3169 435.9598040462376
rmse when k is  3170 435.9598040462376
rmse when k is  3171 435.9598040462376
rmse when k is  3172 435.9598040462376
rmse when k is  3173 435.9598040462376
rmse when k is  3174 435.9598040462376
rmse when k is  3175 435.9598040462376
rmse when k is  3176 435.9598040462376
rmse when k is  3177 435.9598040462376
rmse when k is  3178 435.9598040462376
rmse when k is  3179 435.9598040462376
rmse when k is  3180 435.9598040462376
rmse when k is  3181 435.9598040462376
rmse when k is  3182 435.9598040462376
rmse when k is  3183 435.9598040462376
rmse when k is  3184 435.9598040462376
rmse when k is  3185 435.9598040462376
rmse when k is  3186 435.9598040462376
rmse when k is  3187 435.9598040462376
rmse when k is  3188 435.9598040462376
rmse when k is  3189 435.9598040462376
rmse when k is  3190 435.9598040462376
rmse when k is  3191 435.9598040462376
rmse when k is  3192 435.9598040462376
rmse when k is  3193 435.9598040462376
rmse when k is  3194 435.9598040462376
rmse when k is  3195 435.9598040462376
rmse when k is  3196 435.9598040462376
rmse when k is  3197 435.9598040462376
rmse when k is  3198 435.9598040462376
rmse when k is  3199 435.9598040462376
rmse when k is  3200 435.9598040462376
rmse when k is  3201 435.9598040462376
rmse when k is  3202 435.9598040462376
rmse when k is  3203 435.9598040462376
rmse when k is  3204 435.9598040462376
rmse when k is  3205 435.9598040462376
rmse when k is  3206 435.9598040462376
rmse when k is  3207 435.9598040462376
rmse when k is  3208 435.9598040462376
rmse when k is  3209 435.9598040462376
rmse when k is  3210 435.9598040462376
rmse when k is  3211 435.9598040462376
rmse when k is  3212 435.9598040462376
rmse when k is  3213 435.9598040462376
rmse when k is  3214 435.9598040462376
rmse when k is  3215 435.9598040462376
rmse when k is  3216 435.9598040462376
rmse when k is  3217 435.9598040462376
rmse when k is  3218 435.9598040462376
rmse when k is  3219 435.9598040462376
rmse when k is  3220 435.9598040462376
rmse when k is  3221 435.9598040462376
rmse when k is  3222 435.9598040462376
rmse when k is  3223 435.9598040462376
rmse when k is  3224 435.9598040462376
rmse when k is  3225 435.9598040462376
rmse when k is  3226 435.9598040462376
rmse when k is  3227 435.9598040462376
rmse when k is  3228 435.9598040462376
rmse when k is  3229 435.9598040462376
rmse when k is  3230 435.9598040462376
rmse when k is  3231 435.9598040462376
rmse when k is  3232 435.9598040462376
rmse when k is  3233 435.9598040462376
rmse when k is  3234 435.9598040462376
rmse when k is  3235 435.9598040462376
rmse when k is  3236 435.9598040462376
rmse when k is  3237 435.9598040462376
rmse when k is  3238 435.9598040462376
rmse when k is  3239 435.9598040462376
rmse when k is  3240 435.9598040462376
rmse when k is  3241 435.9598040462376
rmse when k is  3242 435.9598040462376
rmse when k is  3243 435.9598040462376
rmse when k is  3244 435.9598040462376
rmse when k is  3245 435.9598040462376
rmse when k is  3246 435.9598040462376
rmse when k is  3247 435.9598040462376
rmse when k is  3248 435.9598040462376
rmse when k is  3249 435.9598040462376
rmse when k is  3250 435.9598040462376
rmse when k is  3251 435.9598040462376
rmse when k is  3252 435.9598040462376
rmse when k is  3253 435.9598040462376
rmse when k is  3254 435.9598040462376
rmse when k is  3255 435.9598040462376
rmse when k is  3256 435.9598040462376
rmse when k is  3257 435.9598040462376
rmse when k is  3258 435.9598040462376
rmse when k is  3259 435.9598040462376
rmse when k is  3260 435.9598040462376
rmse when k is  3261 435.9598040462376
rmse when k is  3262 435.9598040462376
rmse when k is  3263 435.9598040462376
rmse when k is  3264 435.9598040462376
rmse when k is  3265 435.9598040462376
rmse when k is  3266 435.9598040462376
rmse when k is  3267 435.9598040462376
rmse when k is  3268 435.9598040462376
rmse when k is  3269 435.9598040462376
rmse when k is  3270 435.9598040462376
rmse when k is  3271 435.9598040462376
rmse when k is  3272 435.9598040462376
rmse when k is  3273 435.9598040462376
rmse when k is  3274 435.9598040462376
rmse when k is  3275 435.9598040462376
rmse when k is  3276 435.9598040462376
rmse when k is  3277 435.9598040462376
rmse when k is  3278 435.9598040462376
rmse when k is  3279 435.9598040462376
rmse when k is  3280 435.9598040462376
rmse when k is  3281 435.9598040462376
rmse when k is  3282 435.9598040462376
rmse when k is  3283 435.9598040462376
rmse when k is  3284 435.9598040462376
rmse when k is  3285 435.9598040462376
rmse when k is  3286 435.9598040462376
rmse when k is  3287 435.9598040462376
rmse when k is  3288 435.9598040462376
rmse when k is  3289 435.9598040462376
rmse when k is  3290 435.9598040462376
rmse when k is  3291 435.9598040462376
rmse when k is  3292 435.9598040462376
rmse when k is  3293 435.9598040462376
rmse when k is  3294 435.9598040462376
rmse when k is  3295 435.9598040462376
rmse when k is  3296 435.9598040462376
rmse when k is  3297 435.9598040462376
rmse when k is  3298 435.9598040462376
rmse when k is  3299 435.9598040462376
rmse when k is  3300 435.9598040462376
rmse when k is  3301 435.9598040462376
rmse when k is  3302 435.9598040462376
rmse when k is  3303 435.9598040462376
rmse when k is  3304 435.9598040462376
rmse when k is  3305 435.9598040462376
rmse when k is  3306 435.9598040462376
rmse when k is  3307 435.9598040462376
rmse when k is  3308 435.9598040462376
rmse when k is  3309 435.9598040462376
rmse when k is  3310 435.9598040462376
rmse when k is  3311 435.9598040462376
rmse when k is  3312 435.9598040462376
rmse when k is  3313 435.9598040462376
rmse when k is  3314 435.9598040462376
rmse when k is  3315 435.9598040462376
rmse when k is  3316 435.9598040462376
rmse when k is  3317 435.9598040462376
rmse when k is  3318 435.9598040462376
rmse when k is  3319 435.9598040462376
rmse when k is  3320 435.9598040462376
rmse when k is  3321 435.9598040462376
rmse when k is  3322 435.9598040462376
rmse when k is  3323 435.9598040462376
rmse when k is  3324 435.9598040462376
rmse when k is  3325 435.9598040462376
rmse when k is  3326 435.9598040462376
rmse when k is  3327 435.9598040462376
rmse when k is  3328 435.9598040462376
rmse when k is  3329 435.9598040462376
rmse when k is  3330 435.9598040462376
rmse when k is  3331 435.9598040462376
rmse when k is  3332 435.9598040462376
rmse when k is  3333 435.9598040462376
rmse when k is  3334 435.9598040462376
rmse when k is  3335 435.9598040462376
rmse when k is  3336 435.9598040462376
rmse when k is  3337 435.9598040462376
rmse when k is  3338 435.9598040462376
rmse when k is  3339 435.9598040462376
rmse when k is  3340 435.9598040462376
rmse when k is  3341 435.9598040462376
rmse when k is  3342 435.9598040462376
rmse when k is  3343 435.9598040462376
rmse when k is  3344 435.9598040462376
rmse when k is  3345 435.9598040462376
rmse when k is  3346 435.9598040462376
rmse when k is  3347 435.9598040462376
rmse when k is  3348 435.9598040462376
rmse when k is  3349 435.9598040462376
rmse when k is  3350 435.9598040462376
rmse when k is  3351 435.9598040462376
rmse when k is  3352 435.9598040462376
rmse when k is  3353 435.9598040462376
rmse when k is  3354 435.9598040462376
rmse when k is  3355 435.9598040462376
rmse when k is  3356 435.9598040462376
rmse when k is  3357 435.9598040462376
rmse when k is  3358 435.9598040462376
rmse when k is  3359 435.9598040462376
rmse when k is  3360 435.9598040462376
rmse when k is  3361 435.9598040462376
rmse when k is  3362 435.9598040462376
rmse when k is  3363 435.9598040462376
rmse when k is  3364 435.9598040462376
rmse when k is  3365 435.9598040462376
rmse when k is  3366 435.9598040462376
rmse when k is  3367 435.9598040462376
rmse when k is  3368 435.9598040462376
rmse when k is  3369 435.9598040462376
rmse when k is  3370 435.9598040462376
rmse when k is  3371 435.9598040462376
rmse when k is  3372 435.9598040462376
rmse when k is  3373 435.9598040462376
rmse when k is  3374 435.9598040462376
rmse when k is  3375 435.9598040462376
rmse when k is  3376 435.9598040462376
rmse when k is  3377 435.9598040462376
rmse when k is  3378 435.9598040462376
rmse when k is  3379 435.9598040462376
rmse when k is  3380 435.9598040462376
rmse when k is  3381 435.9598040462376
rmse when k is  3382 435.9598040462376
rmse when k is  3383 435.9598040462376
rmse when k is  3384 435.9598040462376
rmse when k is  3385 435.9598040462376
rmse when k is  3386 435.9598040462376
rmse when k is  3387 435.9598040462376
rmse when k is  3388 435.9598040462376
rmse when k is  3389 435.9598040462376
rmse when k is  3390 435.9598040462376
rmse when k is  3391 435.9598040462376
rmse when k is  3392 435.9598040462376
rmse when k is  3393 435.9598040462376
rmse when k is  3394 435.9598040462376
rmse when k is  3395 435.9598040462376
rmse when k is  3396 435.9598040462376
rmse when k is  3397 435.9598040462376
rmse when k is  3398 435.9598040462376
rmse when k is  3399 435.9598040462376
rmse when k is  3400 435.9598040462376
rmse when k is  3401 435.9598040462376
rmse when k is  3402 435.9598040462376
rmse when k is  3403 435.9598040462376
rmse when k is  3404 435.9598040462376
rmse when k is  3405 435.9598040462376
rmse when k is  3406 435.9598040462376
rmse when k is  3407 435.9598040462376
rmse when k is  3408 435.9598040462376
rmse when k is  3409 435.9598040462376
rmse when k is  3410 435.9598040462376
rmse when k is  3411 435.9598040462376
rmse when k is  3412 435.9598040462376
rmse when k is  3413 435.9598040462376
rmse when k is  3414 435.9598040462376
rmse when k is  3415 435.9598040462376
rmse when k is  3416 435.9598040462376
rmse when k is  3417 435.9598040462376
rmse when k is  3418 435.9598040462376
rmse when k is  3419 435.9598040462376
rmse when k is  3420 435.9598040462376
rmse when k is  3421 435.9598040462376
rmse when k is  3422 435.9598040462376
rmse when k is  3423 435.9598040462376
rmse when k is  3424 435.9598040462376
rmse when k is  3425 435.9598040462376
rmse when k is  3426 435.9598040462376
rmse when k is  3427 435.9598040462376
rmse when k is  3428 435.9598040462376
rmse when k is  3429 435.9598040462376
rmse when k is  3430 435.9598040462376
rmse when k is  3431 435.9598040462376
rmse when k is  3432 435.9598040462376
rmse when k is  3433 435.9598040462376
rmse when k is  3434 435.9598040462376
rmse when k is  3435 435.9598040462376
rmse when k is  3436 435.9598040462376
rmse when k is  3437 435.9598040462376
rmse when k is  3438 435.9598040462376
rmse when k is  3439 435.9598040462376
rmse when k is  3440 435.9598040462376
rmse when k is  3441 435.9598040462376
rmse when k is  3442 435.9598040462376
rmse when k is  3443 435.9598040462376
rmse when k is  3444 435.9598040462376
rmse when k is  3445 435.9598040462376
rmse when k is  3446 435.9598040462376
rmse when k is  3447 435.9598040462376
rmse when k is  3448 435.9598040462376
rmse when k is  3449 435.9598040462376
rmse when k is  3450 435.9598040462376
rmse when k is  3451 435.9598040462376
rmse when k is  3452 435.9598040462376
rmse when k is  3453 435.9598040462376
rmse when k is  3454 435.9598040462376
rmse when k is  3455 435.9598040462376
rmse when k is  3456 435.9598040462376
rmse when k is  3457 435.9598040462376
rmse when k is  3458 435.9598040462376
rmse when k is  3459 435.9598040462376
rmse when k is  3460 435.9598040462376
rmse when k is  3461 435.9598040462376
rmse when k is  3462 435.9598040462376
rmse when k is  3463 435.9598040462376
rmse when k is  3464 435.9598040462376
rmse when k is  3465 435.9598040462376
rmse when k is  3466 435.9598040462376
rmse when k is  3467 435.9598040462376
rmse when k is  3468 435.9598040462376
rmse when k is  3469 435.9598040462376
rmse when k is  3470 435.9598040462376
rmse when k is  3471 435.9598040462376
rmse when k is  3472 435.9598040462376
rmse when k is  3473 435.9598040462376
rmse when k is  3474 435.9598040462376
rmse when k is  3475 435.9598040462376
rmse when k is  3476 435.9598040462376
rmse when k is  3477 435.9598040462376
rmse when k is  3478 435.9598040462376
rmse when k is  3479 435.9598040462376
rmse when k is  3480 435.9598040462376
rmse when k is  3481 435.9598040462376
rmse when k is  3482 435.9598040462376
rmse when k is  3483 435.9598040462376
rmse when k is  3484 435.9598040462376
rmse when k is  3485 435.9598040462376
rmse when k is  3486 435.9598040462376
rmse when k is  3487 435.9598040462376
rmse when k is  3488 435.9598040462376
rmse when k is  3489 435.9598040462376
rmse when k is  3490 435.9598040462376
rmse when k is  3491 435.9598040462376
rmse when k is  3492 435.9598040462376
rmse when k is  3493 435.9598040462376
rmse when k is  3494 435.9598040462376
rmse when k is  3495 435.9598040462376
rmse when k is  3496 435.9598040462376
rmse when k is  3497 435.9598040462376
rmse when k is  3498 435.9598040462376
rmse when k is  3499 435.9598040462376
rmse when k is  3500 435.9598040462376
rmse when k is  3501 435.9598040462376
rmse when k is  3502 435.9598040462376
rmse when k is  3503 435.9598040462376
rmse when k is  3504 435.9598040462376
rmse when k is  3505 435.9598040462376
rmse when k is  3506 435.9598040462376
rmse when k is  3507 435.9598040462376
rmse when k is  3508 435.9598040462376
rmse when k is  3509 435.9598040462376
rmse when k is  3510 435.9598040462376
rmse when k is  3511 435.9598040462376
rmse when k is  3512 435.9598040462376
rmse when k is  3513 435.9598040462376
rmse when k is  3514 435.9598040462376
rmse when k is  3515 435.9598040462376
rmse when k is  3516 435.9598040462376
rmse when k is  3517 435.9598040462376
rmse when k is  3518 435.9598040462376
rmse when k is  3519 435.9598040462376
rmse when k is  3520 435.9598040462376
rmse when k is  3521 435.9598040462376
rmse when k is  3522 435.9598040462376
rmse when k is  3523 435.9598040462376
rmse when k is  3524 435.9598040462376
rmse when k is  3525 435.9598040462376
rmse when k is  3526 435.9598040462376
rmse when k is  3527 435.9598040462376
rmse when k is  3528 435.9598040462376
rmse when k is  3529 435.9598040462376
rmse when k is  3530 435.9598040462376
rmse when k is  3531 435.9598040462376
rmse when k is  3532 435.9598040462376
rmse when k is  3533 435.9598040462376
rmse when k is  3534 435.9598040462376
rmse when k is  3535 435.9598040462376
rmse when k is  3536 435.9598040462376
rmse when k is  3537 435.9598040462376
rmse when k is  3538 435.9598040462376
rmse when k is  3539 435.9598040462376
rmse when k is  3540 435.9598040462376
rmse when k is  3541 435.9598040462376
rmse when k is  3542 435.9598040462376
rmse when k is  3543 435.9598040462376
rmse when k is  3544 435.9598040462376
rmse when k is  3545 435.9598040462376
rmse when k is  3546 435.9598040462376
rmse when k is  3547 435.9598040462376
rmse when k is  3548 435.9598040462376
rmse when k is  3549 435.9598040462376
rmse when k is  3550 435.9598040462376
rmse when k is  3551 435.9598040462376
rmse when k is  3552 435.9598040462376
rmse when k is  3553 435.9598040462376
rmse when k is  3554 435.9598040462376
rmse when k is  3555 435.9598040462376
rmse when k is  3556 435.9598040462376
rmse when k is  3557 435.9598040462376
rmse when k is  3558 435.9598040462376
rmse when k is  3559 435.9598040462376
rmse when k is  3560 435.9598040462376
rmse when k is  3561 435.9598040462376
rmse when k is  3562 435.9598040462376
rmse when k is  3563 435.9598040462376
rmse when k is  3564 435.9598040462376
rmse when k is  3565 435.9598040462376
rmse when k is  3566 435.9598040462376
rmse when k is  3567 435.9598040462376
rmse when k is  3568 435.9598040462376
rmse when k is  3569 435.9598040462376
rmse when k is  3570 435.9598040462376
rmse when k is  3571 435.9598040462376
rmse when k is  3572 435.9598040462376
rmse when k is  3573 435.9598040462376
rmse when k is  3574 435.9598040462376
rmse when k is  3575 435.9598040462376
rmse when k is  3576 435.9598040462376
rmse when k is  3577 435.9598040462376
rmse when k is  3578 435.9598040462376
rmse when k is  3579 435.9598040462376
rmse when k is  3580 435.9598040462376
rmse when k is  3581 435.9598040462376
rmse when k is  3582 435.9598040462376
rmse when k is  3583 435.9598040462376
rmse when k is  3584 435.9598040462376
rmse when k is  3585 435.9598040462376
rmse when k is  3586 435.9598040462376
rmse when k is  3587 435.9598040462376
rmse when k is  3588 435.9598040462376
rmse when k is  3589 435.9598040462376
rmse when k is  3590 435.9598040462376
rmse when k is  3591 435.9598040462376
rmse when k is  3592 435.9598040462376
rmse when k is  3593 435.9598040462376
rmse when k is  3594 435.9598040462376
rmse when k is  3595 435.9598040462376
rmse when k is  3596 435.9598040462376
rmse when k is  3597 435.9598040462376
rmse when k is  3598 435.9598040462376
rmse when k is  3599 435.9598040462376
rmse when k is  3600 435.9598040462376
rmse when k is  3601 435.9598040462376
rmse when k is  3602 435.9598040462376
rmse when k is  3603 435.9598040462376
rmse when k is  3604 435.9598040462376
rmse when k is  3605 435.9598040462376
rmse when k is  3606 435.9598040462376
rmse when k is  3607 435.9598040462376
rmse when k is  3608 435.9598040462376
rmse when k is  3609 435.9598040462376
rmse when k is  3610 435.9598040462376
rmse when k is  3611 435.9598040462376
rmse when k is  3612 435.9598040462376
rmse when k is  3613 435.9598040462376
rmse when k is  3614 435.9598040462376
rmse when k is  3615 435.9598040462376
rmse when k is  3616 435.9598040462376
rmse when k is  3617 435.9598040462376
rmse when k is  3618 435.9598040462376
rmse when k is  3619 435.9598040462376
rmse when k is  3620 435.9598040462376
rmse when k is  3621 435.9598040462376
rmse when k is  3622 435.9598040462376
rmse when k is  3623 435.9598040462376
rmse when k is  3624 435.9598040462376
rmse when k is  3625 435.9598040462376
rmse when k is  3626 435.9598040462376
rmse when k is  3627 435.9598040462376
rmse when k is  3628 435.9598040462376
rmse when k is  3629 435.9598040462376
rmse when k is  3630 435.9598040462376
rmse when k is  3631 435.9598040462376
rmse when k is  3632 435.9598040462376
rmse when k is  3633 435.9598040462376
rmse when k is  3634 435.9598040462376
rmse when k is  3635 435.9598040462376
rmse when k is  3636 435.9598040462376
rmse when k is  3637 435.9598040462376
rmse when k is  3638 435.9598040462376
rmse when k is  3639 435.9598040462376
rmse when k is  3640 435.9598040462376
rmse when k is  3641 435.9598040462376
rmse when k is  3642 435.9598040462376
rmse when k is  3643 435.9598040462376
rmse when k is  3644 435.9598040462376
rmse when k is  3645 435.9598040462376
rmse when k is  3646 435.9598040462376
rmse when k is  3647 435.9598040462376
rmse when k is  3648 435.9598040462376
rmse when k is  3649 435.9598040462376
rmse when k is  3650 435.9598040462376
rmse when k is  3651 435.9598040462376
rmse when k is  3652 435.9598040462376
rmse when k is  3653 435.9598040462376
rmse when k is  3654 435.9598040462376
rmse when k is  3655 435.9598040462376
rmse when k is  3656 435.9598040462376
rmse when k is  3657 435.9598040462376
rmse when k is  3658 435.9598040462376
rmse when k is  3659 435.9598040462376
rmse when k is  3660 435.9598040462376
rmse when k is  3661 435.9598040462376
rmse when k is  3662 435.9598040462376
rmse when k is  3663 435.9598040462376
rmse when k is  3664 435.9598040462376
rmse when k is  3665 435.9598040462376
rmse when k is  3666 435.9598040462376
rmse when k is  3667 435.9598040462376
rmse when k is  3668 435.9598040462376
rmse when k is  3669 435.9598040462376
rmse when k is  3670 435.9598040462376
rmse when k is  3671 435.9598040462376
rmse when k is  3672 435.9598040462376
rmse when k is  3673 435.9598040462376
rmse when k is  3674 435.9598040462376
rmse when k is  3675 435.9598040462376
rmse when k is  3676 435.9598040462376
rmse when k is  3677 435.9598040462376
rmse when k is  3678 435.9598040462376
rmse when k is  3679 435.9598040462376
rmse when k is  3680 435.9598040462376
rmse when k is  3681 435.9598040462376
rmse when k is  3682 435.9598040462376
rmse when k is  3683 435.9598040462376
rmse when k is  3684 435.9598040462376
rmse when k is  3685 435.9598040462376
rmse when k is  3686 435.9598040462376
rmse when k is  3687 435.9598040462376
rmse when k is  3688 435.9598040462376
rmse when k is  3689 435.9598040462376
rmse when k is  3690 435.9598040462376
rmse when k is  3691 435.9598040462376
rmse when k is  3692 435.9598040462376
rmse when k is  3693 435.9598040462376
rmse when k is  3694 435.9598040462376
rmse when k is  3695 435.9598040462376
rmse when k is  3696 435.9598040462376
rmse when k is  3697 435.9598040462376
rmse when k is  3698 435.9598040462376
rmse when k is  3699 435.9598040462376
rmse when k is  3700 435.9598040462376
rmse when k is  3701 435.9598040462376
rmse when k is  3702 435.9598040462376
rmse when k is  3703 435.9598040462376
rmse when k is  3704 435.9598040462376
rmse when k is  3705 435.9598040462376
rmse when k is  3706 435.9598040462376
rmse when k is  3707 435.9598040462376
rmse when k is  3708 435.9598040462376
rmse when k is  3709 435.9598040462376
rmse when k is  3710 435.9598040462376
rmse when k is  3711 435.9598040462376
rmse when k is  3712 435.9598040462376
rmse when k is  3713 435.9598040462376
rmse when k is  3714 435.9598040462376
rmse when k is  3715 435.9598040462376
rmse when k is  3716 435.9598040462376
rmse when k is  3717 435.9598040462376
rmse when k is  3718 435.9598040462376
rmse when k is  3719 435.9598040462376
rmse when k is  3720 435.9598040462376
rmse when k is  3721 435.9598040462376
rmse when k is  3722 435.9598040462376
rmse when k is  3723 435.9598040462376
rmse when k is  3724 435.9598040462376
rmse when k is  3725 435.9598040462376
rmse when k is  3726 435.9598040462376
rmse when k is  3727 435.9598040462376
rmse when k is  3728 435.9598040462376
rmse when k is  3729 435.9598040462376
rmse when k is  3730 435.9598040462376
rmse when k is  3731 435.9598040462376
rmse when k is  3732 435.9598040462376
rmse when k is  3733 435.9598040462376
rmse when k is  3734 435.9598040462376
rmse when k is  3735 435.9598040462376
rmse when k is  3736 435.9598040462376
rmse when k is  3737 435.9598040462376
rmse when k is  3738 435.9598040462376
rmse when k is  3739 435.9598040462376
rmse when k is  3740 435.9598040462376
rmse when k is  3741 435.9598040462376
rmse when k is  3742 435.9598040462376
rmse when k is  3743 435.9598040462376
rmse when k is  3744 435.9598040462376
rmse when k is  3745 435.9598040462376
rmse when k is  3746 435.9598040462376
rmse when k is  3747 435.9598040462376
rmse when k is  3748 435.9598040462376
rmse when k is  3749 435.9598040462376
rmse when k is  3750 435.9598040462376
rmse when k is  3751 435.9598040462376
rmse when k is  3752 435.9598040462376
rmse when k is  3753 435.9598040462376
rmse when k is  3754 435.9598040462376
rmse when k is  3755 435.9598040462376
rmse when k is  3756 435.9598040462376
rmse when k is  3757 435.9598040462376
rmse when k is  3758 435.9598040462376
rmse when k is  3759 435.9598040462376
rmse when k is  3760 435.9598040462376
rmse when k is  3761 435.9598040462376
rmse when k is  3762 435.9598040462376
rmse when k is  3763 435.9598040462376
rmse when k is  3764 435.9598040462376
rmse when k is  3765 435.9598040462376
rmse when k is  3766 435.9598040462376
rmse when k is  3767 435.9598040462376
rmse when k is  3768 435.9598040462376
rmse when k is  3769 435.9598040462376
rmse when k is  3770 435.9598040462376
rmse when k is  3771 435.9598040462376
rmse when k is  3772 435.9598040462376
rmse when k is  3773 435.9598040462376
rmse when k is  3774 435.9598040462376
rmse when k is  3775 435.9598040462376
rmse when k is  3776 435.9598040462376
rmse when k is  3777 435.9598040462376
rmse when k is  3778 435.9598040462376
rmse when k is  3779 435.9598040462376
rmse when k is  3780 435.9598040462376
rmse when k is  3781 435.9598040462376
rmse when k is  3782 435.9598040462376
rmse when k is  3783 435.9598040462376
rmse when k is  3784 435.9598040462376
rmse when k is  3785 435.9598040462376
rmse when k is  3786 435.9598040462376
rmse when k is  3787 435.9598040462376
rmse when k is  3788 435.9598040462376
rmse when k is  3789 435.9598040462376
rmse when k is  3790 435.9598040462376
rmse when k is  3791 435.9598040462376
rmse when k is  3792 435.9598040462376
rmse when k is  3793 435.9598040462376
rmse when k is  3794 435.9598040462376
rmse when k is  3795 435.9598040462376
rmse when k is  3796 435.9598040462376
rmse when k is  3797 435.9598040462376
rmse when k is  3798 435.9598040462376
rmse when k is  3799 435.9598040462376
rmse when k is  3800 435.9598040462376
rmse when k is  3801 435.9598040462376
rmse when k is  3802 435.9598040462376
rmse when k is  3803 435.9598040462376
rmse when k is  3804 435.9598040462376
rmse when k is  3805 435.9598040462376
rmse when k is  3806 435.9598040462376
rmse when k is  3807 435.9598040462376
rmse when k is  3808 435.9598040462376
rmse when k is  3809 435.9598040462376
rmse when k is  3810 435.9598040462376
rmse when k is  3811 435.9598040462376
rmse when k is  3812 435.9598040462376
rmse when k is  3813 435.9598040462376
rmse when k is  3814 435.9598040462376
rmse when k is  3815 435.9598040462376
rmse when k is  3816 435.9598040462376
rmse when k is  3817 435.9598040462376
rmse when k is  3818 435.9598040462376
rmse when k is  3819 435.9598040462376
rmse when k is  3820 435.9598040462376
rmse when k is  3821 435.9598040462376
rmse when k is  3822 435.9598040462376
rmse when k is  3823 435.9598040462376
rmse when k is  3824 435.9598040462376
rmse when k is  3825 435.9598040462376
rmse when k is  3826 435.9598040462376
rmse when k is  3827 435.9598040462376
rmse when k is  3828 435.9598040462376
rmse when k is  3829 435.9598040462376
rmse when k is  3830 435.9598040462376
rmse when k is  3831 435.9598040462376
rmse when k is  3832 435.9598040462376
rmse when k is  3833 435.9598040462376
rmse when k is  3834 435.9598040462376
rmse when k is  3835 435.9598040462376
rmse when k is  3836 435.9598040462376
rmse when k is  3837 435.9598040462376
rmse when k is  3838 435.9598040462376
rmse when k is  3839 435.9598040462376
rmse when k is  3840 435.9598040462376
rmse when k is  3841 435.9598040462376
rmse when k is  3842 435.9598040462376
rmse when k is  3843 435.9598040462376
rmse when k is  3844 435.9598040462376
rmse when k is  3845 435.9598040462376
rmse when k is  3846 435.9598040462376
rmse when k is  3847 435.9598040462376
rmse when k is  3848 435.9598040462376
rmse when k is  3849 435.9598040462376
rmse when k is  3850 435.9598040462376
rmse when k is  3851 435.9598040462376
rmse when k is  3852 435.9598040462376
rmse when k is  3853 435.9598040462376
rmse when k is  3854 435.9598040462376
rmse when k is  3855 435.9598040462376
rmse when k is  3856 435.9598040462376
rmse when k is  3857 435.9598040462376
rmse when k is  3858 435.9598040462376
rmse when k is  3859 435.9598040462376
rmse when k is  3860 435.9598040462376
rmse when k is  3861 435.9598040462376
rmse when k is  3862 435.9598040462376
rmse when k is  3863 435.9598040462376
rmse when k is  3864 435.9598040462376
rmse when k is  3865 435.9598040462376
rmse when k is  3866 435.9598040462376
rmse when k is  3867 435.9598040462376
rmse when k is  3868 435.9598040462376
rmse when k is  3869 435.9598040462376
rmse when k is  3870 435.9598040462376
rmse when k is  3871 435.9598040462376
rmse when k is  3872 435.9598040462376
rmse when k is  3873 435.9598040462376
rmse when k is  3874 435.9598040462376
rmse when k is  3875 435.9598040462376
rmse when k is  3876 435.9598040462376
rmse when k is  3877 435.9598040462376
rmse when k is  3878 435.9598040462376
rmse when k is  3879 435.9598040462376
rmse when k is  3880 435.9598040462376
rmse when k is  3881 435.9598040462376
rmse when k is  3882 435.9598040462376
rmse when k is  3883 435.9598040462376
rmse when k is  3884 435.9598040462376
rmse when k is  3885 435.9598040462376
rmse when k is  3886 435.9598040462376
rmse when k is  3887 435.9598040462376
rmse when k is  3888 435.9598040462376
rmse when k is  3889 435.9598040462376
rmse when k is  3890 435.9598040462376
rmse when k is  3891 435.9598040462376
rmse when k is  3892 435.9598040462376
rmse when k is  3893 435.9598040462376
rmse when k is  3894 435.9598040462376
rmse when k is  3895 435.9598040462376
rmse when k is  3896 435.9598040462376
rmse when k is  3897 435.9598040462376
rmse when k is  3898 435.9598040462376
rmse when k is  3899 435.9598040462376
rmse when k is  3900 435.9598040462376
rmse when k is  3901 435.9598040462376
rmse when k is  3902 435.9598040462376
rmse when k is  3903 435.9598040462376
rmse when k is  3904 435.9598040462376
rmse when k is  3905 435.9598040462376
rmse when k is  3906 435.9598040462376
rmse when k is  3907 435.9598040462376
rmse when k is  3908 435.9598040462376
rmse when k is  3909 435.9598040462376
rmse when k is  3910 435.9598040462376
rmse when k is  3911 435.9598040462376
rmse when k is  3912 435.9598040462376
rmse when k is  3913 435.9598040462376
rmse when k is  3914 435.9598040462376
rmse when k is  3915 435.9598040462376
rmse when k is  3916 435.9598040462376
rmse when k is  3917 435.9598040462376
rmse when k is  3918 435.9598040462376
rmse when k is  3919 435.9598040462376
rmse when k is  3920 435.9598040462376
rmse when k is  3921 435.9598040462376
rmse when k is  3922 435.9598040462376
rmse when k is  3923 435.9598040462376
rmse when k is  3924 435.9598040462376
rmse when k is  3925 435.9598040462376
rmse when k is  3926 435.9598040462376
rmse when k is  3927 435.9598040462376
rmse when k is  3928 435.9598040462376
rmse when k is  3929 435.9598040462376
rmse when k is  3930 435.9598040462376
rmse when k is  3931 435.9598040462376
rmse when k is  3932 435.9598040462376
rmse when k is  3933 435.9598040462376
rmse when k is  3934 435.9598040462376
rmse when k is  3935 435.9598040462376
rmse when k is  3936 435.9598040462376
rmse when k is  3937 435.9598040462376
rmse when k is  3938 435.9598040462376
rmse when k is  3939 435.9598040462376
rmse when k is  3940 435.9598040462376
rmse when k is  3941 435.9598040462376
rmse when k is  3942 435.9598040462376
rmse when k is  3943 435.9598040462376
rmse when k is  3944 435.9598040462376
rmse when k is  3945 435.9598040462376
rmse when k is  3946 435.9598040462376
rmse when k is  3947 435.9598040462376
rmse when k is  3948 435.9598040462376
rmse when k is  3949 435.9598040462376
rmse when k is  3950 435.9598040462376
rmse when k is  3951 435.9598040462376
rmse when k is  3952 435.9598040462376
rmse when k is  3953 435.9598040462376
rmse when k is  3954 435.9598040462376
rmse when k is  3955 435.9598040462376
rmse when k is  3956 435.9598040462376
rmse when k is  3957 435.9598040462376
rmse when k is  3958 435.9598040462376
rmse when k is  3959 435.9598040462376
rmse when k is  3960 435.9598040462376
rmse when k is  3961 435.9598040462376
rmse when k is  3962 435.9598040462376
rmse when k is  3963 435.9598040462376
rmse when k is  3964 435.9598040462376
rmse when k is  3965 435.9598040462376
rmse when k is  3966 435.9598040462376
rmse when k is  3967 435.9598040462376
rmse when k is  3968 435.9598040462376
rmse when k is  3969 435.9598040462376
rmse when k is  3970 435.9598040462376
rmse when k is  3971 435.9598040462376
rmse when k is  3972 435.9598040462376
rmse when k is  3973 435.9598040462376
rmse when k is  3974 435.9598040462376
rmse when k is  3975 435.9598040462376
rmse when k is  3976 435.9598040462376
rmse when k is  3977 435.9598040462376
rmse when k is  3978 435.9598040462376
rmse when k is  3979 435.9598040462376
rmse when k is  3980 435.9598040462376
rmse when k is  3981 435.9598040462376
rmse when k is  3982 435.9598040462376
rmse when k is  3983 435.9598040462376
rmse when k is  3984 435.9598040462376
rmse when k is  3985 435.9598040462376
rmse when k is  3986 435.9598040462376
rmse when k is  3987 435.9598040462376
rmse when k is  3988 435.9598040462376
rmse when k is  3989 435.9598040462376
rmse when k is  3990 435.9598040462376
rmse when k is  3991 435.9598040462376
rmse when k is  3992 435.9598040462376
rmse when k is  3993 435.9598040462376
rmse when k is  3994 435.9598040462376
rmse when k is  3995 435.9598040462376
rmse when k is  3996 435.9598040462376
rmse when k is  3997 435.9598040462376
rmse when k is  3998 435.9598040462376
rmse when k is  3999 435.9598040462376
rmse when k is  4000 435.9598040462376
rmse when k is  4001 435.9598040462376
rmse when k is  4002 435.9598040462376
rmse when k is  4003 435.9598040462376
rmse when k is  4004 435.9598040462376
rmse when k is  4005 435.9598040462376
rmse when k is  4006 435.9598040462376
rmse when k is  4007 435.9598040462376
rmse when k is  4008 435.9598040462376
rmse when k is  4009 435.9598040462376
rmse when k is  4010 435.9598040462376
rmse when k is  4011 435.9598040462376
rmse when k is  4012 435.9598040462376
rmse when k is  4013 435.9598040462376
rmse when k is  4014 435.9598040462376
rmse when k is  4015 435.9598040462376
rmse when k is  4016 435.9598040462376
rmse when k is  4017 435.9598040462376
rmse when k is  4018 435.9598040462376
rmse when k is  4019 435.9598040462376
rmse when k is  4020 435.9598040462376
rmse when k is  4021 435.9598040462376
rmse when k is  4022 435.9598040462376
rmse when k is  4023 435.9598040462376
rmse when k is  4024 435.9598040462376
rmse when k is  4025 435.9598040462376
rmse when k is  4026 435.9598040462376
rmse when k is  4027 435.9598040462376
rmse when k is  4028 435.9598040462376
rmse when k is  4029 435.9598040462376
rmse when k is  4030 435.9598040462376
rmse when k is  4031 435.9598040462376
rmse when k is  4032 435.9598040462376
rmse when k is  4033 435.9598040462376
rmse when k is  4034 435.9598040462376
rmse when k is  4035 435.9598040462376
rmse when k is  4036 435.9598040462376
rmse when k is  4037 435.9598040462376
rmse when k is  4038 435.9598040462376
rmse when k is  4039 435.9598040462376
rmse when k is  4040 435.9598040462376
rmse when k is  4041 435.9598040462376
rmse when k is  4042 435.9598040462376
rmse when k is  4043 435.9598040462376
rmse when k is  4044 435.9598040462376
rmse when k is  4045 435.9598040462376
rmse when k is  4046 435.9598040462376
rmse when k is  4047 435.9598040462376
rmse when k is  4048 435.9598040462376
rmse when k is  4049 435.9598040462376
rmse when k is  4050 435.9598040462376
rmse when k is  4051 435.9598040462376
rmse when k is  4052 435.9598040462376
rmse when k is  4053 435.9598040462376
rmse when k is  4054 435.9598040462376
rmse when k is  4055 435.9598040462376
rmse when k is  4056 435.9598040462376
rmse when k is  4057 435.9598040462376
rmse when k is  4058 435.9598040462376
rmse when k is  4059 435.9598040462376
rmse when k is  4060 435.9598040462376
rmse when k is  4061 435.9598040462376
rmse when k is  4062 435.9598040462376
rmse when k is  4063 435.9598040462376
rmse when k is  4064 435.9598040462376
rmse when k is  4065 435.9598040462376
rmse when k is  4066 435.9598040462376
rmse when k is  4067 435.9598040462376
rmse when k is  4068 435.9598040462376
rmse when k is  4069 435.9598040462376
rmse when k is  4070 435.9598040462376
rmse when k is  4071 435.9598040462376
rmse when k is  4072 435.9598040462376
rmse when k is  4073 435.9598040462376
rmse when k is  4074 435.9598040462376
rmse when k is  4075 435.9598040462376
rmse when k is  4076 435.9598040462376
rmse when k is  4077 435.9598040462376
rmse when k is  4078 435.9598040462376
rmse when k is  4079 435.9598040462376
rmse when k is  4080 435.9598040462376
rmse when k is  4081 435.9598040462376
rmse when k is  4082 435.9598040462376
rmse when k is  4083 435.9598040462376
rmse when k is  4084 435.9598040462376
rmse when k is  4085 435.9598040462376
rmse when k is  4086 435.9598040462376
rmse when k is  4087 435.9598040462376
rmse when k is  4088 435.9598040462376
rmse when k is  4089 435.9598040462376
rmse when k is  4090 435.9598040462376
rmse when k is  4091 435.9598040462376
rmse when k is  4092 435.9598040462376
rmse when k is  4093 435.9598040462376
rmse when k is  4094 435.9598040462376
rmse when k is  4095 435.9598040462376
rmse when k is  4096 435.9598040462376
rmse when k is  4097 435.9598040462376
rmse when k is  4098 435.9598040462376
rmse when k is  4099 435.9598040462376
rmse when k is  4100 435.9598040462376
rmse when k is  4101 435.9598040462376
rmse when k is  4102 435.9598040462376
rmse when k is  4103 435.9598040462376
rmse when k is  4104 435.9598040462376
rmse when k is  4105 435.9598040462376
rmse when k is  4106 435.9598040462376
rmse when k is  4107 435.9598040462376
rmse when k is  4108 435.9598040462376
rmse when k is  4109 435.9598040462376
rmse when k is  4110 435.9598040462376
rmse when k is  4111 435.9598040462376
rmse when k is  4112 435.9598040462376
rmse when k is  4113 435.9598040462376
rmse when k is  4114 435.9598040462376
rmse when k is  4115 435.9598040462376
rmse when k is  4116 435.9598040462376
rmse when k is  4117 435.9598040462376
rmse when k is  4118 435.9598040462376
rmse when k is  4119 435.9598040462376
rmse when k is  4120 435.9598040462376
rmse when k is  4121 435.9598040462376
rmse when k is  4122 435.9598040462376
rmse when k is  4123 435.9598040462376
rmse when k is  4124 435.9598040462376
rmse when k is  4125 435.9598040462376
rmse when k is  4126 435.9598040462376
rmse when k is  4127 435.9598040462376
rmse when k is  4128 435.9598040462376
rmse when k is  4129 435.9598040462376
rmse when k is  4130 435.9598040462376
rmse when k is  4131 435.9598040462376
rmse when k is  4132 435.9598040462376
rmse when k is  4133 435.9598040462376
rmse when k is  4134 435.9598040462376
rmse when k is  4135 435.9598040462376
rmse when k is  4136 435.9598040462376
rmse when k is  4137 435.9598040462376
rmse when k is  4138 435.9598040462376
rmse when k is  4139 435.9598040462376
rmse when k is  4140 435.9598040462376
rmse when k is  4141 435.9598040462376
rmse when k is  4142 435.9598040462376
rmse when k is  4143 435.9598040462376
rmse when k is  4144 435.9598040462376
rmse when k is  4145 435.9598040462376
rmse when k is  4146 435.9598040462376
rmse when k is  4147 435.9598040462376
rmse when k is  4148 435.9598040462376
rmse when k is  4149 435.9598040462376
rmse when k is  4150 435.9598040462376
rmse when k is  4151 435.9598040462376
rmse when k is  4152 435.9598040462376
rmse when k is  4153 435.9598040462376
rmse when k is  4154 435.9598040462376
rmse when k is  4155 435.9598040462376
rmse when k is  4156 435.9598040462376
rmse when k is  4157 435.9598040462376
rmse when k is  4158 435.9598040462376
rmse when k is  4159 435.9598040462376
rmse when k is  4160 435.9598040462376
rmse when k is  4161 435.9598040462376
rmse when k is  4162 435.9598040462376
rmse when k is  4163 435.9598040462376
rmse when k is  4164 435.9598040462376
rmse when k is  4165 435.9598040462376
rmse when k is  4166 435.9598040462376
rmse when k is  4167 435.9598040462376
rmse when k is  4168 435.9598040462376
rmse when k is  4169 435.9598040462376
rmse when k is  4170 435.9598040462376
rmse when k is  4171 435.9598040462376
rmse when k is  4172 435.9598040462376
rmse when k is  4173 435.9598040462376
rmse when k is  4174 435.9598040462376
rmse when k is  4175 435.9598040462376
rmse when k is  4176 435.9598040462376
rmse when k is  4177 435.9598040462376
rmse when k is  4178 435.9598040462376
rmse when k is  4179 435.9598040462376
rmse when k is  4180 435.9598040462376
rmse when k is  4181 435.9598040462376
rmse when k is  4182 435.9598040462376
rmse when k is  4183 435.9598040462376
rmse when k is  4184 435.9598040462376
rmse when k is  4185 435.9598040462376
rmse when k is  4186 435.9598040462376
rmse when k is  4187 435.9598040462376
rmse when k is  4188 435.9598040462376
rmse when k is  4189 435.9598040462376
rmse when k is  4190 435.9598040462376
rmse when k is  4191 435.9598040462376
rmse when k is  4192 435.9598040462376
rmse when k is  4193 435.9598040462376
rmse when k is  4194 435.9598040462376
rmse when k is  4195 435.9598040462376
rmse when k is  4196 435.9598040462376
rmse when k is  4197 435.9598040462376
rmse when k is  4198 435.9598040462376
rmse when k is  4199 435.9598040462376
rmse when k is  4200 435.9598040462376
rmse when k is  4201 435.9598040462376
rmse when k is  4202 435.9598040462376
rmse when k is  4203 435.9598040462376
rmse when k is  4204 435.9598040462376
rmse when k is  4205 435.9598040462376
rmse when k is  4206 435.9598040462376
rmse when k is  4207 435.9598040462376
rmse when k is  4208 435.9598040462376
rmse when k is  4209 435.9598040462376
rmse when k is  4210 435.9598040462376
rmse when k is  4211 435.9598040462376
rmse when k is  4212 435.9598040462376
rmse when k is  4213 435.9598040462376
rmse when k is  4214 435.9598040462376
rmse when k is  4215 435.9598040462376
rmse when k is  4216 435.9598040462376
rmse when k is  4217 435.9598040462376
rmse when k is  4218 435.9598040462376
rmse when k is  4219 435.9598040462376
rmse when k is  4220 435.9598040462376
rmse when k is  4221 435.9598040462376
rmse when k is  4222 435.9598040462376
rmse when k is  4223 435.9598040462376
rmse when k is  4224 435.9598040462376
rmse when k is  4225 435.9598040462376
rmse when k is  4226 435.9598040462376
rmse when k is  4227 435.9598040462376
rmse when k is  4228 435.9598040462376
rmse when k is  4229 435.9598040462376
rmse when k is  4230 435.9598040462376
rmse when k is  4231 435.9598040462376
rmse when k is  4232 435.9598040462376
rmse when k is  4233 435.9598040462376
rmse when k is  4234 435.9598040462376
rmse when k is  4235 435.9598040462376
rmse when k is  4236 435.9598040462376
rmse when k is  4237 435.9598040462376
rmse when k is  4238 435.9598040462376
rmse when k is  4239 435.9598040462376
rmse when k is  4240 435.9598040462376
rmse when k is  4241 435.9598040462376
rmse when k is  4242 435.9598040462376
rmse when k is  4243 435.9598040462376
rmse when k is  4244 435.9598040462376
rmse when k is  4245 435.9598040462376
rmse when k is  4246 435.9598040462376
rmse when k is  4247 435.9598040462376
rmse when k is  4248 435.9598040462376
rmse when k is  4249 435.9598040462376
rmse when k is  4250 435.9598040462376
rmse when k is  4251 435.9598040462376
rmse when k is  4252 435.9598040462376
rmse when k is  4253 435.9598040462376
rmse when k is  4254 435.9598040462376
rmse when k is  4255 435.9598040462376
rmse when k is  4256 435.9598040462376
rmse when k is  4257 435.9598040462376
rmse when k is  4258 435.9598040462376
rmse when k is  4259 435.9598040462376
rmse when k is  4260 435.9598040462376
rmse when k is  4261 435.9598040462376
rmse when k is  4262 435.9598040462376
rmse when k is  4263 435.9598040462376
rmse when k is  4264 435.9598040462376
rmse when k is  4265 435.9598040462376
rmse when k is  4266 435.9598040462376
rmse when k is  4267 435.9598040462376
rmse when k is  4268 435.9598040462376
rmse when k is  4269 435.9598040462376
rmse when k is  4270 435.9598040462376
rmse when k is  4271 435.9598040462376
rmse when k is  4272 435.9598040462376
rmse when k is  4273 435.9598040462376
rmse when k is  4274 435.9598040462376
rmse when k is  4275 435.9598040462376
rmse when k is  4276 435.9598040462376
rmse when k is  4277 435.9598040462376
rmse when k is  4278 435.9598040462376
rmse when k is  4279 435.9598040462376
rmse when k is  4280 435.9598040462376
rmse when k is  4281 435.9598040462376
rmse when k is  4282 435.9598040462376
rmse when k is  4283 435.9598040462376
rmse when k is  4284 435.9598040462376
rmse when k is  4285 435.9598040462376
rmse when k is  4286 435.9598040462376
rmse when k is  4287 435.9598040462376
rmse when k is  4288 435.9598040462376
rmse when k is  4289 435.9598040462376
rmse when k is  4290 435.9598040462376
rmse when k is  4291 435.9598040462376
rmse when k is  4292 435.9598040462376
rmse when k is  4293 435.9598040462376
rmse when k is  4294 435.9598040462376
rmse when k is  4295 435.9598040462376
rmse when k is  4296 435.9598040462376
rmse when k is  4297 435.9598040462376
rmse when k is  4298 435.9598040462376
rmse when k is  4299 435.9598040462376
rmse when k is  4300 435.9598040462376
rmse when k is  4301 435.9598040462376
rmse when k is  4302 435.9598040462376
rmse when k is  4303 435.9598040462376
rmse when k is  4304 435.9598040462376
rmse when k is  4305 435.9598040462376
rmse when k is  4306 435.9598040462376
rmse when k is  4307 435.9598040462376
rmse when k is  4308 435.9598040462376
rmse when k is  4309 435.9598040462376
rmse when k is  4310 435.9598040462376
rmse when k is  4311 435.9598040462376
rmse when k is  4312 435.9598040462376
rmse when k is  4313 435.9598040462376
rmse when k is  4314 435.9598040462376
rmse when k is  4315 435.9598040462376
rmse when k is  4316 435.9598040462376
rmse when k is  4317 435.9598040462376
rmse when k is  4318 435.9598040462376
rmse when k is  4319 435.9598040462376
rmse when k is  4320 435.9598040462376
rmse when k is  4321 435.9598040462376
rmse when k is  4322 435.9598040462376
rmse when k is  4323 435.9598040462376
rmse when k is  4324 435.9598040462376
rmse when k is  4325 435.9598040462376
rmse when k is  4326 435.9598040462376
rmse when k is  4327 435.9598040462376
rmse when k is  4328 435.9598040462376
rmse when k is  4329 435.9598040462376
rmse when k is  4330 435.9598040462376
rmse when k is  4331 435.9598040462376
rmse when k is  4332 435.9598040462376
rmse when k is  4333 435.9598040462376
rmse when k is  4334 435.9598040462376
rmse when k is  4335 435.9598040462376
rmse when k is  4336 435.9598040462376
rmse when k is  4337 435.9598040462376
rmse when k is  4338 435.9598040462376
rmse when k is  4339 435.9598040462376
rmse when k is  4340 435.9598040462376
rmse when k is  4341 435.9598040462376
rmse when k is  4342 435.9598040462376
rmse when k is  4343 435.9598040462376
rmse when k is  4344 435.9598040462376
rmse when k is  4345 435.9598040462376
rmse when k is  4346 435.9598040462376
rmse when k is  4347 435.9598040462376
rmse when k is  4348 435.9598040462376
rmse when k is  4349 435.9598040462376
rmse when k is  4350 435.9598040462376
rmse when k is  4351 435.9598040462376
rmse when k is  4352 435.9598040462376
rmse when k is  4353 435.9598040462376
rmse when k is  4354 435.9598040462376
rmse when k is  4355 435.9598040462376
rmse when k is  4356 435.9598040462376
rmse when k is  4357 435.9598040462376
rmse when k is  4358 435.9598040462376
rmse when k is  4359 435.9598040462376
rmse when k is  4360 435.9598040462376
rmse when k is  4361 435.9598040462376
rmse when k is  4362 435.9598040462376
rmse when k is  4363 435.9598040462376
rmse when k is  4364 435.9598040462376
rmse when k is  4365 435.9598040462376
rmse when k is  4366 435.9598040462376
rmse when k is  4367 435.9598040462376
rmse when k is  4368 435.9598040462376
rmse when k is  4369 435.9598040462376
rmse when k is  4370 435.9598040462376
rmse when k is  4371 435.9598040462376
rmse when k is  4372 435.9598040462376
rmse when k is  4373 435.9598040462376
rmse when k is  4374 435.9598040462376
rmse when k is  4375 435.9598040462376
rmse when k is  4376 435.9598040462376
rmse when k is  4377 435.9598040462376
rmse when k is  4378 435.9598040462376
rmse when k is  4379 435.9598040462376
rmse when k is  4380 435.9598040462376
rmse when k is  4381 435.9598040462376
rmse when k is  4382 435.9598040462376
rmse when k is  4383 435.9598040462376
rmse when k is  4384 435.9598040462376
rmse when k is  4385 435.9598040462376
rmse when k is  4386 435.9598040462376
rmse when k is  4387 435.9598040462376
rmse when k is  4388 435.9598040462376
rmse when k is  4389 435.9598040462376
rmse when k is  4390 435.9598040462376
rmse when k is  4391 435.9598040462376
rmse when k is  4392 435.9598040462376
rmse when k is  4393 435.9598040462376
rmse when k is  4394 435.9598040462376
rmse when k is  4395 435.9598040462376
rmse when k is  4396 435.9598040462376
rmse when k is  4397 435.9598040462376
rmse when k is  4398 435.9598040462376
rmse when k is  4399 435.9598040462376
rmse when k is  4400 435.9598040462376
rmse when k is  4401 435.9598040462376
rmse when k is  4402 435.9598040462376
rmse when k is  4403 435.9598040462376
rmse when k is  4404 435.9598040462376
rmse when k is  4405 435.9598040462376
rmse when k is  4406 435.9598040462376
rmse when k is  4407 435.9598040462376
rmse when k is  4408 435.9598040462376
rmse when k is  4409 435.9598040462376
rmse when k is  4410 435.9598040462376
rmse when k is  4411 435.9598040462376
rmse when k is  4412 435.9598040462376
rmse when k is  4413 435.9598040462376
rmse when k is  4414 435.9598040462376
rmse when k is  4415 435.9598040462376
rmse when k is  4416 435.9598040462376
rmse when k is  4417 435.9598040462376
rmse when k is  4418 435.9598040462376
rmse when k is  4419 435.9598040462376
rmse when k is  4420 435.9598040462376
rmse when k is  4421 435.9598040462376
rmse when k is  4422 435.9598040462376
rmse when k is  4423 435.9598040462376
rmse when k is  4424 435.9598040462376
rmse when k is  4425 435.9598040462376
rmse when k is  4426 435.9598040462376
rmse when k is  4427 435.9598040462376
rmse when k is  4428 435.9598040462376
rmse when k is  4429 435.9598040462376
rmse when k is  4430 435.9598040462376
rmse when k is  4431 435.9598040462376
rmse when k is  4432 435.9598040462376
rmse when k is  4433 435.9598040462376
rmse when k is  4434 435.9598040462376
rmse when k is  4435 435.9598040462376
rmse when k is  4436 435.9598040462376
rmse when k is  4437 435.9598040462376
rmse when k is  4438 435.9598040462376
rmse when k is  4439 435.9598040462376
rmse when k is  4440 435.9598040462376
rmse when k is  4441 435.9598040462376
rmse when k is  4442 435.9598040462376
rmse when k is  4443 435.9598040462376
rmse when k is  4444 435.9598040462376
rmse when k is  4445 435.9598040462376
rmse when k is  4446 435.9598040462376
rmse when k is  4447 435.9598040462376
rmse when k is  4448 435.9598040462376
rmse when k is  4449 435.9598040462376
rmse when k is  4450 435.9598040462376
rmse when k is  4451 435.9598040462376
rmse when k is  4452 435.9598040462376
rmse when k is  4453 435.9598040462376
rmse when k is  4454 435.9598040462376
rmse when k is  4455 435.9598040462376
rmse when k is  4456 435.9598040462376
rmse when k is  4457 435.9598040462376
rmse when k is  4458 435.9598040462376
rmse when k is  4459 435.9598040462376
rmse when k is  4460 435.9598040462376
rmse when k is  4461 435.9598040462376
rmse when k is  4462 435.9598040462376
rmse when k is  4463 435.9598040462376
rmse when k is  4464 435.9598040462376
rmse when k is  4465 435.9598040462376
rmse when k is  4466 435.9598040462376
rmse when k is  4467 435.9598040462376
rmse when k is  4468 435.9598040462376
rmse when k is  4469 435.9598040462376
rmse when k is  4470 435.9598040462376
rmse when k is  4471 435.9598040462376
rmse when k is  4472 435.9598040462376
rmse when k is  4473 435.9598040462376
rmse when k is  4474 435.9598040462376
rmse when k is  4475 435.9598040462376
rmse when k is  4476 435.9598040462376
rmse when k is  4477 435.9598040462376
rmse when k is  4478 435.9598040462376
rmse when k is  4479 435.9598040462376
rmse when k is  4480 435.9598040462376
rmse when k is  4481 435.9598040462376
rmse when k is  4482 435.9598040462376
rmse when k is  4483 435.9598040462376
rmse when k is  4484 435.9598040462376
rmse when k is  4485 435.9598040462376
rmse when k is  4486 435.9598040462376
rmse when k is  4487 435.9598040462376
rmse when k is  4488 435.9598040462376
rmse when k is  4489 435.9598040462376
rmse when k is  4490 435.9598040462376
rmse when k is  4491 435.9598040462376
rmse when k is  4492 435.9598040462376
rmse when k is  4493 435.9598040462376
rmse when k is  4494 435.9598040462376
rmse when k is  4495 435.9598040462376
rmse when k is  4496 435.9598040462376
rmse when k is  4497 435.9598040462376
rmse when k is  4498 435.9598040462376
rmse when k is  4499 435.9598040462376
rmse when k is  4500 435.9598040462376
rmse when k is  4501 435.9598040462376
rmse when k is  4502 435.9598040462376
rmse when k is  4503 435.9598040462376
rmse when k is  4504 435.9598040462376
rmse when k is  4505 435.9598040462376
rmse when k is  4506 435.9598040462376
rmse when k is  4507 435.9598040462376
rmse when k is  4508 435.9598040462376
rmse when k is  4509 435.9598040462376
rmse when k is  4510 435.9598040462376
rmse when k is  4511 435.9598040462376
rmse when k is  4512 435.9598040462376
rmse when k is  4513 435.9598040462376
rmse when k is  4514 435.9598040462376
rmse when k is  4515 435.9598040462376
rmse when k is  4516 435.9598040462376
rmse when k is  4517 435.9598040462376
rmse when k is  4518 435.9598040462376
rmse when k is  4519 435.9598040462376
rmse when k is  4520 435.9598040462376
rmse when k is  4521 435.9598040462376
rmse when k is  4522 435.9598040462376
rmse when k is  4523 435.9598040462376
rmse when k is  4524 435.9598040462376
rmse when k is  4525 435.9598040462376
rmse when k is  4526 435.9598040462376
rmse when k is  4527 435.9598040462376
rmse when k is  4528 435.9598040462376
rmse when k is  4529 435.9598040462376
rmse when k is  4530 435.9598040462376
rmse when k is  4531 435.9598040462376
rmse when k is  4532 435.9598040462376
rmse when k is  4533 435.9598040462376
rmse when k is  4534 435.9598040462376
rmse when k is  4535 435.9598040462376
rmse when k is  4536 435.9598040462376
rmse when k is  4537 435.9598040462376
rmse when k is  4538 435.9598040462376
rmse when k is  4539 435.9598040462376
rmse when k is  4540 435.9598040462376
rmse when k is  4541 435.9598040462376
rmse when k is  4542 435.9598040462376
rmse when k is  4543 435.9598040462376
rmse when k is  4544 435.9598040462376
rmse when k is  4545 435.9598040462376
rmse when k is  4546 435.9598040462376
rmse when k is  4547 435.9598040462376
rmse when k is  4548 435.9598040462376
rmse when k is  4549 435.9598040462376
rmse when k is  4550 435.9598040462376
rmse when k is  4551 435.9598040462376
rmse when k is  4552 435.9598040462376
rmse when k is  4553 435.9598040462376
rmse when k is  4554 435.9598040462376
rmse when k is  4555 435.9598040462376
rmse when k is  4556 435.9598040462376
rmse when k is  4557 435.9598040462376
rmse when k is  4558 435.9598040462376
rmse when k is  4559 435.9598040462376
rmse when k is  4560 435.9598040462376
rmse when k is  4561 435.9598040462376
rmse when k is  4562 435.9598040462376
rmse when k is  4563 435.9598040462376
rmse when k is  4564 435.9598040462376
rmse when k is  4565 435.9598040462376
rmse when k is  4566 435.9598040462376
rmse when k is  4567 435.9598040462376
rmse when k is  4568 435.9598040462376
rmse when k is  4569 435.9598040462376
rmse when k is  4570 435.9598040462376
rmse when k is  4571 435.9598040462376
rmse when k is  4572 435.9598040462376
rmse when k is  4573 435.9598040462376
rmse when k is  4574 435.9598040462376
rmse when k is  4575 435.9598040462376
rmse when k is  4576 435.9598040462376
rmse when k is  4577 435.9598040462376
rmse when k is  4578 435.9598040462376
rmse when k is  4579 435.9598040462376
rmse when k is  4580 435.9598040462376
rmse when k is  4581 435.9598040462376
rmse when k is  4582 435.9598040462376
rmse when k is  4583 435.9598040462376
rmse when k is  4584 435.9598040462376
rmse when k is  4585 435.9598040462376
rmse when k is  4586 435.9598040462376
rmse when k is  4587 435.9598040462376
rmse when k is  4588 435.9598040462376
rmse when k is  4589 435.9598040462376
rmse when k is  4590 435.9598040462376
rmse when k is  4591 435.9598040462376
rmse when k is  4592 435.9598040462376
rmse when k is  4593 435.9598040462376
rmse when k is  4594 435.9598040462376
rmse when k is  4595 435.9598040462376
rmse when k is  4596 435.9598040462376
rmse when k is  4597 435.9598040462376
rmse when k is  4598 435.9598040462376
rmse when k is  4599 435.9598040462376
rmse when k is  4600 435.9598040462376
rmse when k is  4601 435.9598040462376
rmse when k is  4602 435.9598040462376
rmse when k is  4603 435.9598040462376
rmse when k is  4604 435.9598040462376
rmse when k is  4605 435.9598040462376
rmse when k is  4606 435.9598040462376
rmse when k is  4607 435.9598040462376
rmse when k is  4608 435.9598040462376
rmse when k is  4609 435.9598040462376
rmse when k is  4610 435.9598040462376
rmse when k is  4611 435.9598040462376
rmse when k is  4612 435.9598040462376
rmse when k is  4613 435.9598040462376
rmse when k is  4614 435.9598040462376
rmse when k is  4615 435.9598040462376
rmse when k is  4616 435.9598040462376
rmse when k is  4617 435.9598040462376
rmse when k is  4618 435.9598040462376
rmse when k is  4619 435.9598040462376
rmse when k is  4620 435.9598040462376
rmse when k is  4621

	price	bedrooms	bathrooms	sqft_living	sqft_lot	floors	waterfront	view	condition	grade	sqft_above	sqft_basement	yr_built	yr_renovated	zipcode	lat	long	sqft_living15	sqft_lot15
count	2.159700e+04	21597.000000	21597.000000	21597.000000	2.159700e+04	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000	21597.000000
mean	5.402966e+05	3.373200	2.115826	2080.321850	1.509941e+04	1.494096	0.007547	0.234292	3.409825	7.657915	1788.596842	291.725008	1970.999676	84.464787	98077.951845	47.560093	-122.213982	1986.620318	12758.283512
std	3.673681e+05	0.926299	0.768984	918.106125	4.141264e+04	0.539683	0.086549	0.766390	0.650546	1.173200	827.759761	442.667800	29.375234	401.821438	53.513072	0.138552	0.140724	685.230472	27274.441950
min	7.800000e+04	1.000000	0.500000	370.000000	5.200000e+02	1.000000	0.000000	0.000000	1.000000	3.000000	370.000000	0.000000	1900.000000	0.000000	98001.000000	47.155900	-122.519000	399.000000	651.000000
25%	3.220000e+05	3.000000	1.750000	1430.000000	5.040000e+03	1.000000	0.000000	0.000000	3.000000	7.000000	1190.000000	0.000000	1951.000000	0.000000	98033.000000	47.471100	-122.328000	1490.000000	5100.000000
50%	4.500000e+05	3.000000	2.250000	1910.000000	7.618000e+03	1.500000	0.000000	0.000000	3.000000	7.000000	1560.000000	0.000000	1975.000000	0.000000	98065.000000	47.571800	-122.231000	1840.000000	7620.000000
75%	6.450000e+05	4.000000	2.500000	2550.000000	1.068500e+04	2.000000	0.000000	0.000000	4.000000	8.000000	2210.000000	560.000000	1997.000000	0.000000	98118.000000	47.678000	-122.125000	2360.000000	10083.000000
max	7.700000e+06	33.000000	8.000000	13540.000000	1.651359e+06	3.500000	1.000000	4.000000	5.000000	13.000000	9410.000000	4820.000000	2015.000000	2015.000000	98199.000000	47.777600	-121.315000	6210.000000	871200.000000

	id	date	price	bedrooms	bathrooms	sqft_living	sqft_lot	floors	...	grade	sqft_above	sqft_basement	yr_built	yr_renovated	zipcode	lat	long	sqft_living15	sqft_lot15
0	7129300520	10/13/2014	221900.0	3	1.00	1180	5650	1.0	...	7	1180	0	1955	0	98178	47.5112	-122.257	1340	5650
1	6414100192	12/9/2014	538000.0	3	2.25	2570	7242	2.0	...	7	2170	400	1951	1991	98125	47.7210	-122.319	1690	7639
2	5631500400	2/25/2015	180000.0	2	1.00	770	10000	1.0	...	6	770	0	1933	0	98028	47.7379	-122.233	2720	8062
3	2487200875	12/9/2014	604000.0	4	3.00	1960	5000	1.0	...	7	1050	910	1965	0	98136	47.5208	-122.393	1360	5000
4	1954400510	2/18/2015	510000.0	3	2.00	1680	8080	1.0	...	8	1680	0	1987	0	98074	47.6168	-122.045	1800	7503